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Last updated on April 8, 2021. This conference program is tentative and subject to change

Technical Program for Wednesday April 14, 2021

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WeOR  Announcement, Room T4 Add to My Program 
Opening Session  
 
Chair: Blanc-Feraud, LaureUniversité Nice Sophia Antipolis, Laboratoire I3S, CNRS, INRIA
Co-Chair: Peyrin, FrancoiseUniversité De Lyon, CNRS UMR 5220, INSERM U1206, INSA Lyon
 
WeA1  Oral Session, Room T1 Add to My Program 
Modeling & Simulation  
 
Chair: Goksel, OrcunETH Zurich
Co-Chair: Xiaoying, TangSouthern University of Science and Technology
 
13:00-13:06, Paper WeA1.1 Add to My Program
Mechanistic Simulation of Tumor Response Outperforms Radiomics Predicting Recurrence in Prostate Cancer Radiotherapy

Sosa Marrero, CarlosUniversité De Rennes 1
Fontaine, PierreUniv Rennes, CLCC Eugne Marquis, INSERM, LTSI - UMR 1099, F-35000
Mylona, EugeniaUniv Rennes, CHU Rennes, CLCC Eugène Marquis, INSERM, LTSI - UMR
Gnep, KhemaraDépartement De Radiothérapie, Centre Eugène Marquis, Rennes, Fra
Hernández, Alfredo IUniv. of Rennes 1 and INSERM U1099
Paris, FrançoisUniversité De Nantes
De Crevoisier, RenaudINSERM, U1099, Rennes, F-35000, France - Université De Rennes 1,
Acosta, OscarUniv. of Rennes 1
 
13:06-13:12, Paper WeA1.2 Add to My Program
Patient-Specific 3D Cellular Automata Nodule Growth Synthesis in Lung Cancer without the Need of External Data

Martinez Manzanera, Octavio EleazarKing's College London
Ellis, SamKing's College London
Baltatzis, VasileiosKing's College London
Nair, ArjunUniversity College London
Le Folgoc, LoicBiomedical Image Analysis Group, Imperial College London
Desai, SujalThe Royal Brompton & Harefield NHS Foundation Trust
Glocker, BenImperial College London
Schnabel, JuliaKing's College London
 
13:12-13:18, Paper WeA1.3 Add to My Program
A Unified Conditional Disentanglement Framework for Multimodal Brain MR Image Translation

Liu, XiaofengHarvard
Xing, FangxuJohns Hopkins University
El Fakhri, GeorgesHarvard Medical School, Massachusetts General Hospital
Woo, JonghyeMassachusetts General Hospital / Harvard Medical School
 
13:18-13:24, Paper WeA1.4 Add to My Program
CellCycleGAN: Spatiotemporal Microscopy Image Synthesis of Cell Populations Using Statistical Shape Models and Conditional GANs

Bähr, DennisRWTH Aachen University
Eschweiler, DennisRWTH Aachen University
Bhattacharyya, AnukRWTH Aachen University
Moreno-Andrés, DanielRWTH Aachen University
Antonin, WolframRWTH Aachen University
Stegmaier, JohannesRWTH Aachen University
 
13:24-13:30, Paper WeA1.5 Add to My Program
Enhanced-Quality GAN (EQ-GAN) on Lung CT Scans: Toward Truth and Potential Hallucinations

Jammes-Floreani, MartinImperial College London
Laine, Andrew F.Columbia University
Angelini, ElsaImperial NIHR BRC, Imperial College London
 
WeA2  Oral Session, Room T2 Add to My Program 
Image Segmentation  
 
Chair: Uhlmann, VirginieEMBL-EBI
Co-Chair: Grisan, EnricoLondon South Bank University
 
13:00-13:06, Paper WeA2.1 Add to My Program
Geometric Loss for Deep Multiple Sclerosis Lesion Segmentation

Zhang, HangCornell University
Zhang, JinweiCornell University
Wang, RongguangUniversity of Pennsylvania
Zhang, QihaoCornell University
Gauthier, SusanCornell University
Spincemaille, PascalMedical College of Cornell
Nguyen, ThanhWeill Medical College of Cornell University
Wang, YiCornell University
 
13:06-13:12, Paper WeA2.2 Add to My Program
A Geometrically-Constrained Deep Network for CT Image Segmentation

Lambert, ZoéInsa Rouen Normandie, LMI
Le Guyader, CaroleNormandie Univ, INSA Rouen
Petitjean, CarolineUniversité De Rouen
 
13:12-13:18, Paper WeA2.3 Add to My Program
Semantic Segmentation of Liver Tumor in Contrast-Enhanced Hepatic Ct by Using Deep Learning with Hessian-Based Enhancer with Small Training Dataset Size

Sato, MuneyukiTokyo Institute of Technology
Jin, ZeTokyo Institute of Technology
Kenji Suzuki, KenjiTokyo Institute of Technology
 
13:18-13:24, Paper WeA2.4 Add to My Program
Learning Shape Priors by Pairwise Comparison for Robust Semantic Segmentation

Xie, CongXiamen University
Liu, HualuoJilin University
Cao, ShileiTencent
Wei, DongTencent
Ma, KaiTencent
Wang, LianshengXiamen University
Zheng, YefengTencent Youtu Lab
 
13:24-13:30, Paper WeA2.5 Add to My Program
LCOV-Net: A Lightweight Neural Network for COVID-19 Pneumonia Lesion Segmentation from 3D CT Images

Qianfei, ZhaoUniversity of Electronic Science and Technology of China, Chengd
Wang, HuanUniversity of Electronic Science and Technology of China, Chengd
Wang, GuotaiUniversity of Electronic Science and Technology of China (UESTC)
 
WeA3  Oral Session, Room T3 Add to My Program 
Diffusion Weighted Imaging  
 
Chair: Papadopoulo, ThéodoreUniversité Côte d'Azur, Inria, France
Co-Chair: Zollei, LillaMassachusetts General Hospital
 
13:00-13:06, Paper WeA3.1 Add to My Program
Disentangling the Spatio-Temporal Heterogeneity of Alzheimer’s Disease Using a Deep Predictive Stratification Network

Zhen, AndrewNorth Carolina School of Science and Mathematics
Kim, MinjeongUniversity of North Carolina at Greensboro
Wu, GuorongUniversity of North Carolina at Chapel Hill
 
13:06-13:12, Paper WeA3.2 Add to My Program
Synthetic Q-Space Learning with Deep Regression Networks for Prostate Cancer Characterisation with VERDICT

Valindria, VanyaCentre for Medical Image Computing, University College London
Palombo, MarcoCentre for Medical Image Computing, University College London
Eleni, ChiouCentre for Medical Image Computing, University College London
Singh, SaurabhCentre for Medical Imaging, University College London
Punwani, ShonitCentre for Medical Imaging, University College London
Panagiotaki, EleftheriaUniversity College London
 
13:12-13:18, Paper WeA3.3 Add to My Program
Study of Precentral-Postcentral Connections on HCP Data Using Probabilistic Tractography and Fiber Clustering

Román, ClaudioUniversidad De Concepcion
López, NarcisoUniversidad De Concepción
Houenou, JosselinInserm Cea & Aphp
Poupon, CyrilCEA I2BM NeuroSpin
Mangin, Jean-FrançoisCEA I2BM NeuroSpin
Hernández, CeciliaUniversidad De Concepción
Guevara, PamelaUniversidad De Concepción
 
13:18-13:24, Paper WeA3.4 Add to My Program
Enhancing Reliability of Structural Brain Connectivity with Outlier Adjusted Tractogram Filtering

Sairanen, ViljamiUniversity of Verona
Ocampo-Pineda, MarioComputer Science Department, University of Verona, Italy
Granziera, CristinaUniversity of Lausanne, Dept. of Clinical Neuroscience
Schiavi, SimonaUniversity of Verona
Daducci, AlessandroUniversity of Verona
 
13:24-13:30, Paper WeA3.5 Add to My Program
Incorporating Transmission Delays Supported by Diffusion MRI in MEG Source Reconstruction

Kojcic, IvanaUniversité Côte d'Azur, Inria, France
Papadopoulo, ThéodoreUniversité Côte d'Azur, Inria, France
Deriche, RachidUniversité Côte d'Azur, Inria, France
Deslauriers-Gauthier, SamuelUniversité Côte d'Azur, Inria, France
 
WeB1  Oral Session, Room T1 Add to My Program 
Computed Tomography (CT)  
 
Chair: Ye, Jong ChulKorea Advanced Inst of Science & Tech
Co-Chair: Song, YangUniversity of New South Wales
 
13:30-13:36, Paper WeB1.1 Add to My Program
Self-Supervised Training for Low Dose CT Reconstruction

Unal, Mehmet OzanIstanbul Technical University - Electronics and Communication En
Ertas, MetinIstanbul University
Yildirim, IsaUniversity of Illinois at Chicago
 
13:36-13:42, Paper WeB1.2 Add to My Program
A Novel Fast 3D Single Image Super-Resolution Algorithm

Nwigbo, Kenule TuadorIRIT Laboratory
Pham, Duong HungIRIT Laboratory
Michetti, JérômeUniversity of Toulouse
Basarab, AdrianUniversité De Toulouse
Kouamé, DenisUniversité De Toulouse III, IRIT UMR CNRS 5505
 
13:42-13:48, Paper WeB1.3 Add to My Program
No-Reference Denoising of Low-Dose CT Projections

Zainulina, ElviraSkolkovo Institute of Science and Technology, Philips Research
Chernyavskiy, AlexeyPhilips AI Research
Dylov, Dmitry V.Skolkovo Institute of Science and Technology
 
13:48-13:54, Paper WeB1.4 Add to My Program
3D Pathological Signs Detection and Scoring on CPA CT Lung Scans

Nunes, AfonsoNIHR Imperial BRC, ITMAT Data Science Group, Imperial College Lo
Desai, SujalNHLI, Imperial College London,
Semple, ThomasNHLI, Imperial College London
Shah, AnandNHLI, Imperial College London
Angelini, ElsaImperial NIHR BRC, Imperial College London
 
13:54-14:00, Paper WeB1.5 Add to My Program
Beam Stack Search-Based Reconstruction of Unhealthy Coronary Artery Wall Segmentations in Ccta-Cpr Scans

Tejero-de-Pablos, AntonioThe University of Tokyo
Yamane, HiroakiRIKEN/The University of Tokyo
Kurose, YusukeThe University of Tokyo
Iho, JunichiSakurabashi Watanabe Hospital
Tokunaga, YoujiSakurabashi Watanabe Hospital
Horie, MakotoSakurabashi Watanabe Hospital
Nishizawa, KeisukeSakurabashi Watanabe Hospital
Hayashi, YusakuSakurabashi Watanabe Hospital
Koyama, YasushiSakurabashi Watanabe Hospital
Harada, TatsuyaThe University of Tokyo
 
WeB2  Oral Session, Room T2 Add to My Program 
Cardiovascular Imaging  
 
Chair: Stough, Joshua V.Bucknell University
Co-Chair: Petitjean, CarolineUniversité De Rouen
 
13:30-13:36, Paper WeB2.1 Add to My Program
Multi-Resolution 3D Convolutional Neural Networks for Automatic Coronary Centerline Extraction in Cardiac CT Angiography Scans

Salahuddin, ZohaibUniversity of Girona
Lenga, MatthiasPhilips Research
Nickisch, HannesPhilips Research, Hamburg, Germany
 
13:36-13:42, Paper WeB2.2 Add to My Program
Echocardiogram View Conversion Using Clinically Constrained Conditional GAN

Gu, Ang NanUniversity of British Columbia
Jafari, Mohammad HosseinUniversity of British Columbia
Luong, ChristinaVancouver General Hospital
Tsang, TerasaVancouver General Hospital
Abolmaesumi, PurangUBC
 
13:42-13:48, Paper WeB2.3 Add to My Program
Self-Supervised Physics-Guided Deep Learning Reconstruction for High-Resolution 3D LGE CMR

Yaman, BurhaneddinUniversity of Minnesota
Shenoy, ChetanUniversity of Minnesota
Deng, ZilinUniversity of Minnesota
Moeller, SteenUniversity of Minnesota
El-Rewaidy, HossamHarvard Medical School
Nezafat, RezaHarvard Medical School
Akcakaya, MehmetUniversity of Minnesota
 
13:48-13:54, Paper WeB2.4 Add to My Program
Biventricular Surface Reconstruction from Cine MRI Contours Using Point Completion Networks

Beetz, MarcelUniversity of Oxford
Banerjee, AbhirupUniversity of Oxford
Grau, VicenteUniversity of Oxford
 
13:54-14:00, Paper WeB2.5 Add to My Program
Echo-Rhythm Net: Semi-Supervised Learning for Automatic Detection of Atrial Fibrillation in Echocardiography

Taheri Dezaki, FatemehUniversity of British Columbia
Tom Ginsberg, TomUniveristy of British Columbia
Luong, ChristinaVancouver General Hospital
Vaseli, HoomanUniversity of British Columbia
Rohling, RobertUniversity of British Columbia
Gin, KenVancouver General Hospital
Abolmaesumi, PurangUBC
Tsang, TerasaVancouver General Hospital
 
WeB3  Oral Session, Room T3 Add to My Program 
Dynamic Imaging & Spatio-Temporal Approaches  
 
Chair: Ledesma-Carbayo, Maria J.Universidad Politécnica De Madrid
Co-Chair: Liebling, MichaelIdiap Research Institute
 
13:30-13:36, Paper WeB3.1 Add to My Program
Deep Generative SToRM Model for Dynamic Imaging

Qing Zou, QingUniversity of Iowa
Ahmed, Abdul HaseebUniversity of Iowa
Nagpal, PrashantUniversity of Iowa
Kruger, StanleyUniversity of Iowa
Jacob, MathewsUniversity of Iowa
 
13:36-13:42, Paper WeB3.2 Add to My Program
Attention-Based Deep Learning Network Integrating Temporal Coherence and Dynamics Information for Schizophrenia Diagnosis

Zhao, MinInstitute of Automation, Chinese Academy of Sciences, Beijing, C
Yan, WeizhengInstitute of Automation, Chinese Academy of Sciences
Xu, RongtaoUniversity of Chinese Academy of Sciences
Zhi, DongmeiInstitute of Automation, Chinese Academy of Sciences, Beijing
Jiang, RongtaoInstitute of Automation, Chinese Academy of Sciences
Jiang, TianziInstitute of Automation
Calhoun, VinceGeorgia State University
Sui, JingInstitute of Automation, Chinese Academy of Science
 
13:42-13:48, Paper WeB3.3 Add to My Program
Dynamic Spatio-Temporal Graph Convolutional Networks for Cardiac Motion Analysis

Lu, PingUniversity of Oxford
Bai, WenjiaImperial College London
Rueckert, DanielImperial College London
Noble, J AlisonUniversity of Oxford
 
13:48-13:54, Paper WeB3.4 Add to My Program
Analyzing the Spatiotemporal Interaction and Propagation of ATN Biomarkers in Alzheimer's Disease Using Longitudinal Neuroimaging Data

Liu, QingWake Forest University
Yang, DefuHangzhou Dianzi University
Zhang, JingwenWake Forest University
Wei, ZimingWake Forest University
Wu, GuorongUniversity of North Carolina at Chapel Hill
Chen, MinghanWake Forest University
 
13:54-14:00, Paper WeB3.5 Add to My Program
Modeling Hierarchical Spatial and Temporal Patterns of Naturalistic fMRI Volume Via Volumetric Deep Belief Network with Neural Architecture Search

Ren, YudanNorthwest University
Tao, ZeyangNorthwest University
Zhang, WeiUniversity of California San Francisco
Liu, TianmingUniversity of Georgia
 
WeAMP4  Poster Session, Room T4 Add to My Program 
Poster Session 1  
 
Chair: Rohde, GustavoUniversity of Virginia
Co-Chair: Vercauteren, TomKing's College London
 
13:00-14:00, Paper WeAMP4.1 Add to My Program
Simulation of Astrocytic Calcium Dynamics in Lattice Light Sheet Microscopy Images

Badoual, AnaïsInria, Centre De Recherche Bretagne Atlantique
Arizono, MisaInterdisciplinary Institute for Neuroscience, UMR5297 CNRS, Bord
Denizot, AudreyComputational Neuroscience Unit, Okinawa Institute of Science An
Ducros, MathieuBordeaux Imaging Center, UMS3420 CNRS, US04 INSERM, Bordeaux, Fr
Berry, HuguesINRIA
Nägerl, ValentinInterdisciplinary Institute for Neuroscience, UMR5297 CNRS, Bord
Kervrann, CharlesInria
 
13:00-14:00, Paper WeAMP4.2 Add to My Program
Zebrafish Histotomography Noise Removal in Projection and Reconstruction Domains

Subbakrishna Adishesha, AmoghPennsylvania State University
J Vanselow, DanielPenn State College of Medicine,
La Riviere, PatrickThe University of Chicago
Huang, XiaoleiThe Pennsylvania State University
C Cheng, KeithPenn State College of Medicine
 
13:00-14:00, Paper WeAMP4.3 Add to My Program
Slice Profile Estimation from 2D MRI Acquisition Using Generative Adversarial Networks

Han, ShuoJohns Hopkins University
Carass, AaronJohns Hopkins University
Schar, MichaelJohns Hopkins University
Calabresi, PeterJohns Hopkins University
Prince, JerryJohns Hopkins University
 
13:00-14:00, Paper WeAMP4.4 Add to My Program
Deep Transformers for Fast Small Intestine Grounding in Capsule Endoscope Video

Zhao, XinkaiSun Yat-Sen University
Fang, ChaoweiXidian University
Gao, FengThe Sixth Affiliated Hospital of Sun Yat-Sen University
Fan, De-JunThe Sixth Affiliated Hospital of Sun Yat-Sen University
Lin, XutaoThe Sixth Affiliated Hospital of Sun Yat-Sen University
Li, GuanbinSun Yat-Sen University
 
13:00-14:00, Paper WeAMP4.5 Add to My Program
Automated Triage of Covid-19 from Various Lung Abnormalities Using Chest CT Features

Amran, DorRADLogics Inc., Boston, MA
Frid-Adar, MaayanTel-Aviv University
Sagie, NimrodTel-Aviv Univerity
Nassar, JannetteRADLogics Inc., Boston, MA
Kabakovitch, AsherRADLogics Inc., Boston, MA
Greenspan, Hayit K.Tel Aviv University
 
13:00-14:00, Paper WeAMP4.6 Add to My Program
Belief Function-Based Semi-Supervised Learning for Brain Tumor Segmentation

Huang, LingSorbonne Université, Université De Technologie De Compiègne, CNRS
Ruan, SuUniversite De Rouen
Denoeux, ThierryUniversité De Technologie De Compiègne
 
13:00-14:00, Paper WeAMP4.7 Add to My Program
Multiple Hypothesis Tracking with Integrated Cell Division Detection

Schacherer, DanielaUniversity of Heidelberg, DKFZ Heidelberg
Ritter, ChristianUniversity of Heidelberg, DKFZ Heidelberg
Rohr, KarlHeidelberg University, DKFZ Heidelberg
 
13:00-14:00, Paper WeAMP4.8 Add to My Program
Data Fusion Framework for the Prediction of Early Hematoma Expansion Based on CNN

Wang, ChenHuazhong University of Science and Technology
Deng, XianboWuhan Union Hospital
Yu, LiHuazhong University of Science and Technology
Kuang, ZhuoHuazhong University of Science and Technology
Ma, HuiWuhan Union Hospital
Hua, YinengHuazhong University of Science and Technology
Liang, BoWuhan Union Hospital
 
13:00-14:00, Paper WeAMP4.9 Add to My Program
Deformable MRI to Transrectal Ultrasound Registration for Prostate Interventions with Shape-Based Deep Variational Auto-Encoders

Shakeri, ShirinPolytechnique Montreal
Menard, CynthiaCHUM
Le, WilliamResearch Center of CHUM
Kadoury, SamuelPolytechnique Montreal
 
13:00-14:00, Paper WeAMP4.10 Add to My Program
Automatically Diagnosing Hip Conditions from X-Rays Using Landmark Detection

McCouat, JamesUniversity of Oxford
Voiculescu, IrinaUniversity of Oxford
Glyn-Jones, SionUniversity of Oxford
 
13:00-14:00, Paper WeAMP4.11 Add to My Program
LNISTA-NET: Learning Nonlocal Regularized Iterative Shrinkage-Thresholding Network for Noninvasive Cardiac Transmembrane Potential Imaging

Xie, ShutingZhejiang University
Cheng, LinshengZhejiang University
Liu, HuafengZhejiang University
 
13:00-14:00, Paper WeAMP4.12 Add to My Program
Leveraging 3D Information in Unsupervised Brain MRI Segmentation

Lambert, BenjaminPixyl
Louis, MaximePixyl
Doyle, Senan JamesPixyl
Forbes, FlorenceINRIA Jean Kuntzman Laboratory , Grenoble University
Dojat, MichelINSERM U1216
Tucholka, AlanPixyl
 
13:00-14:00, Paper WeAMP4.13 Add to My Program
MedMNIST Classification Decathlon: A Lightweight AutoML Benchmark for Medical Image Analysis

Yang, JianchengShanghai Jiao Tong University
Shi, RuiShanghai Jiao Tong University
Ni, BingbingShanghai Jiao Tong University
 
13:00-14:00, Paper WeAMP4.14 Add to My Program
A Novel DWT-Based Discriminant Features Extraction from Task-Based fMRI: An ASD Diagnosis Study Using CNN

Haweel, ReemAin Shamas University
Shalaby, AhmedUniversity of Louisville
Mahmoud, AliUniversity of Louisville
Ghazal, MohammedAbu Dhabi University
Seada, NohaUniversity of Ain Shams, Cairo, Egypt
Ghoniemy, SaidUniversity of Ain Shams, Cairo, Egypt
Barnes, GregoryUniversity of Louisville
El-baz, AymanUniversity of Louisville
 
13:00-14:00, Paper WeAMP4.15 Add to My Program
Finite Element Reconstruction of Stiffness Images in MR Elastography Using Statistical Physical Forward Modeling and Proximal Optimization Methods

Mohammadi, NargesUniversity of Rochester
Doyley, MarvinUniversity of Rochester
Cetin, MujdatUniversity of Rochester
 
13:00-14:00, Paper WeAMP4.16 Add to My Program
Topology Preserving Segmentation Fusion for Cells with Complex Shapes

Melnikova, AleksandraMasaryk University
Matula, PetrMasaryk University
 
13:00-14:00, Paper WeAMP4.17 Add to My Program
Deep Factor Regression for Computer-Aided Analysis of Major Depressive Disorders with Structural MRI Data

Yang, ErkunUniversity of North Carolina
Wang, LihongDuke University
Steffens, DavidDuke University
Potter, GuyDuke University
Liu, MingxiaUniversity of North Carolina at Chapel Hill
 
13:00-14:00, Paper WeAMP4.18 Add to My Program
Adaptive Multi-Organ Loss Based Generative Adversarial Network for Automatic Dose Prediction in Radiotherapy

Cao, ChongyangSichuan University
Xiao, JianghongSichuan University
Zhan, BoSichuan University
Peng, XingchenSichuan University
Wu, XiChengdu University of Information Technology
Zhou, JiliuChengdu University of Information Technology
Wang, YanSichuan University
 
13:00-14:00, Paper WeAMP4.19 Add to My Program
Deep Learning Identifies Neuroimaging Signatures of Alzheimer's Disease Using Structural and Synthesized Functional MRI Data

Zhu, NanyanColumbia University
Liu, ChenColumbia University
Feng, XinyangColumbia University
Sikka, DipikaColumbia University
Gjerswold-Selleck, Sabrina JosefinaColumbia University
Small, ScottColumbia University Medical Center
Guo, JiaColumbia University
 
13:00-14:00, Paper WeAMP4.20 Add to My Program
Estimating Nonplanar Flow from 2D Motion-Blurred Widefield Microscopy Images Via Deep Learning

Shajkofci, AdrianIdiap Research Institute
Liebling, MichaelIdiap Research Institute
 
13:00-14:00, Paper WeAMP4.21 Add to My Program
Matthews Correlation Coefficient Loss for Deep Convolutional Networks: Application to Skin Lesion Segmentation

Abhishek, KumarSimon Fraser University
Hamarneh, GhassanSimon Fraser University
 
13:00-14:00, Paper WeAMP4.22 Add to My Program
Global Multi-Level Attention Network for the Segmentation of Clinical Target Volume in the Planning CT for Cervical Cancer

Yi, HuiteUniversity of Science and Technology of China
Shi, JunUniversity of Science and Technology of China
Yan, BingUniversity of Science and Technology of China,
Xue, XudongThe First Affiliated Hospital of USTC, Division of Life Sciences
An, HongUSTC
Zhang, HongyanThe First Affiliated Hospital of USTC, Division of Life Sciences
 
13:00-14:00, Paper WeAMP4.23 Add to My Program
Efficient Optimization of MRI Sampling Patterns Using the Bayesian Fisher Information Matrix

Grosser, MircoUniversity Medical Center Hamburg-Eppendorf
Knopp, TobiasUniversity Medical Center Hamburg-Eppendorf
 
13:00-14:00, Paper WeAMP4.24 Add to My Program
Deep Learning Prediction of Age and Sex from Optical Coherencetomography

Hassan, Osama N.Imperial College London
Menten, Martin J.Imperial College London
Bogunovic, HrvojeDepartment of Ophthalmology, Medical University of Vienna
Fritsche, Lars G.University of Michigan School of Public Health
Wilson, AmberUniversity of Southampton
Sutton, JaniceUniversity Hospital Southampton
Prevost, TobyKing's College London
Sivaprasad, SobhaNIHR Moorfields Biomedical Research Centre, UCL
Schmidt-Erfurth, UrsulaDepartment of Ophthalmology, Medical University of Vienna
Lotery, Andrew JohnUniversity of Southampton
Rueckert, DanielImperial College London
 
13:00-14:00, Paper WeAMP4.25 Add to My Program
Deep Fisher Vector Coding for Whole Slide Image Classification

Hosseini Akbarnejad, Amir HosseinUniversity of Alberta
Ray, NilanjanUniversity of Alberta
Bigras, GilbertUniversity of Alberta
 
13:00-14:00, Paper WeAMP4.26 Add to My Program
Pneumonia Detection on Chest X-Ray Using Radiomic Features and Contrastive Learning

Han, YanUniversity of Texas at Austin
Chen, ChongyanUniversity of Texas at Austin
Tewfik, AhmedUniversity of Texas Austin
Ding, YingSchool of Information, University of Texas at Austin
Peng, YifanWeill Cornell Medicine
 
13:00-14:00, Paper WeAMP4.27 Add to My Program
Intensity-Based Wasserstein Distance As a Loss Measure for Unsupervised Deformable Deep Registration

Shams, RoozbehIsfahan University of Technology
Le, WilliamResearch Center of CHUM
Weihs, AdrienPolytechnique Montreal
Kadoury, SamuelPolytechnique Montreal
 
13:00-14:00, Paper WeAMP4.28 Add to My Program
Multi-Task Learning for Thyroid Nodule Segmentation with Thyroid Region Prior

Gong, HaifanSun Yat-Sen University
Chen, GuanqiSun Yat-Sen University
Wang, RanranNanchang University
Xie, XiangSun Yat-Sen University
Mao, MingzhiSun Ya-Sen University
Yu, YizhouDeepwise Healthcare
Chen, FeiGeneral Surgery Center Department of Thyroid Surgery,Zhuj
Li, GuanbinSun Yat-Sen University
 
13:00-14:00, Paper WeAMP4.29 Add to My Program
Location Sensitive Local Prototype Network for Few-Shot Medical Image Segmentation

Yu, QinjiShanghai Jiao Tong University
Dang, KangVoxelCloud Inc
Tajbakhsh, NimaASU
Terzopoulos, DemetriUniversity of California, Los Angeles
Ding, XiaoweiShanghai Jiao Tong University
 
13:00-14:00, Paper WeAMP4.30 Add to My Program
Autism Classification Using Smri : A Recursive Features Selection Based on Sampling from Multi-Level High Dimensional Spaces

Ali, Mohamed T.Department of Biomedical Engineering, Cairo University Faculty O
ElNakieb, YaserUniversity of Louisville
Shalaby, AhmedUniversity of Louisville
Mahmoud, AliUniversity of Louisville
Switala, Andrew E.University of Louisville
Ghazal, MohammedUniversity of Louisville
Khelifi, AdelAbu Dhabi University
Fraiwan, LuayJordan University of Science and Technology
Barnes, GregoryUniversity of Louisville
El-baz, AymanUniversity of Louisville
 
13:00-14:00, Paper WeAMP4.31 Add to My Program
Structural and Functional Interplay in Anxiety Related Classification: A Graph Signal Processing Approach

Orrù, GiovannaUniversité De Rennes
Maurel, PierreUniversité De Rennes 1
Coloigner, JulieUniv Rennes, Inria, CNRS, Inserm
 
13:00-14:00, Paper WeAMP4.32 Add to My Program
VoteNet++: Registration Refinement for Multi-Atlas Segmentation

Ding, ZhipengUniversity of North Carolina at Chapel Hill
Niethammer, MarcUniversity of North Carolina at Chapel Hill
 
13:00-14:00, Paper WeAMP4.33 Add to My Program
Surgical Smoke Dehazing and Color Reconstruction

Kanakatte, AparnaTata Consultancy Services
Seemakurthy, KarthikTata Consultancy Services
Gubbi, JayavardhanaTata Consultancy Services
Saha, JayeetaTata Consultancy Services
Ghose, AvikTCS Research & Innovation
P, BalamuralidharTATA Consultancy Servicess
 
13:00-14:00, Paper WeAMP4.34 Add to My Program
Enhanced Connectivity and Reduced Mind Wandering after Tactile Training in Young Adults

Luo, YuBeihang University
Chen, HaoyangBeihang University
Zhang, JicongBeihang University
 
13:00-14:00, Paper WeAMP4.35 Add to My Program
Multi-Channel Grouped CNN-Based Image Reconstruction for Reduced Sampled Complex MR Signal

Ouchi, ShoheiUtsunomiya University
Ito, SatoshiUtsunomiya University
 
13:00-14:00, Paper WeAMP4.36 Add to My Program
MultiStar: Instance Segmentation of Overlapping Objects with Star-Convex Polygons

Walter, Florin CorneliusUniversity of Heidelberg
Damrich, SebastianUniversity of Heidelberg
Hamprecht, Fred AndreasUniv. of Heidelberg
 
13:00-14:00, Paper WeAMP4.37 Add to My Program
Computational Modeling of Cancer Growth Using Microvascular Input from in Vivo MicroCT Images

Zangooei, Mohammad HosseinUniversity of Texas at Dallas
Margolis, RyanUniversity of Texas at Dallas
Hoyt, KennethUniversity of Texas at Dallas
 
13:00-14:00, Paper WeAMP4.38 Add to My Program
Generative Adversarial Semi-Supervised Network for Medical Image Segmentation

Li, ChuchenZhejiang University
Liu, HuafengZhejiang University
 
13:00-14:00, Paper WeAMP4.39 Add to My Program
Multi-Compartment Diffusion Mri, T2 Relaxometry and Myelin Water Imaging As Neuroimaging Descriptors for Anomalous Tissue Detection

Fischi-Gomez, EldaEcole Polytechnique Federale De Lausanne
Rafael-Patino, JonathanEPFL
Pizzolato, MarcoÉcole Polytechnique Fédérale De Lausanne
Piredda, Gian FrancoSiemens Healthcare AG, Lausanne, Switzerland
HIlbert, TomAdvanced Clinical Imaging Technology, Siemens Healthcare AG, Lau
Kober, TobiasAdvanced Clinical Imaging Technology, Siemens Healthcare, AG, L
Canales-Rodríguez, Erick JorgeCentre Hospitalier Universitaire Vaudois (CHUV), Lausanne
Thiran, Jean-PhilippeEcole Polytechnique Fédérale De Lausanne (EPFL)
 
13:00-14:00, Paper WeAMP4.40 Add to My Program
Atlas-Based Brain Extraction Is Robust across Rat MRI Studies

MacNicol, EilidhKing's College London
Ciric, RastkoStanford University
Kim, EugeneKing's College London
DiCenso, DavideUniversity of L'Aquila
Cash, DianaKing's College London
Poldrack, Russell A.Stanford University
Esteban, OscarStanford University
 
13:00-14:00, Paper WeAMP4.41 Add to My Program
Automatic Prostate Cancer Detection on Multi-Parametric MRI with Hierarchical Weakly Supervised Learning

Yang, HaiboUnited Imaging Intelligence
Wu, Guang-yuRenji Hospital, Shanghai Jiao Tong University
Shen, DinggangUnited Imaging Intelligence
Liao, ShuUnited Imaging Intelligence
 
13:00-14:00, Paper WeAMP4.42 Add to My Program
Leveraging Global Diagnosis for Tumor Localization in Dynamic Cell Imaging of Breast Cancer Tissue towards Fast Biopsying

Mandache, DianaInstitut Pasteur
Benoit, EmilieLLTech
Mathieu, Marie-ChristineDepartment of Medical Biology and Pathology, Gustave Roussy Canc
Olivo-Marin, Jean-ChristopheInstitut Pasteur
Meas-Yedid, VannaryInstitut Pasteur
 
13:00-14:00, Paper WeAMP4.43 Add to My Program
Deep Learning Framework for Mobile Microscopy

Kornilova, AnastasiiaSkoltech
Novitskaia, OlgaSkolkovo Institute of Science and Technology
Shcherbakov, KirillSkoltech University
Begicheva, MariaSkolkovo Institute of Science and Technology
Salnikov, MikhailSkolkovo Institute of Science and Technology
Sevriugov, EgorSkolkovo Institute of Science and Technology
Pronina, ValeriyaSkolkovo Institute of Science and Technology
Dylov, Dmitry V.Skolkovo Institute of Science and Technology
 
13:00-14:00, Paper WeAMP4.44 Add to My Program
Visualizing Missing Surfaces in Colonoscopy Videos Using Shared Latent Space Representations

Mathew, ShawnStony Brook University
Nadeem, SaadMemorial Sloan Kettering Cancer Center
Kaufman, ArieStony Brook University
 
13:00-14:00, Paper WeAMP4.45 Add to My Program
Consistent WCE Video Frame Interpolation Based on Endoscopy Image Motion Estimation

Jiang, BingShanghaiTech University
Zhang, YuyaoShanghaiTech University
Wu, MinyeShanghaiTech University
Li, JiHuashan Hospital
Yu, JingyiShanghaiTech University
 
13:00-14:00, Paper WeAMP4.46 Add to My Program
Biological Cell Tracking and Lineage Inference Via Random Finite Sets

Nguyen, Tran Thien DatCurtin University
Shim, ChangbeomCurtin University
Kim, WooilKorea University
 
13:00-14:00, Paper WeAMP4.47 Add to My Program
Learning Few-Shot Chest X-Ray Diagnosis Using Images from the Published Scientific Literature

Paul, AngshumanNational Institutes of Health Clinical Center
Shen, ThomasNIH
Peng, YifanWeill Cornell Medicine
Lu, ZhiyongNational Center for Biotechnology Information, National Library
Summers, RonaldNational Institutes of Health Clinical Center
 
13:00-14:00, Paper WeAMP4.48 Add to My Program
COL0RME: Covariance-Based ell_0 Super-Resolution Microscopy with Intensity Estimation

Stergiopoulou, VasilikiUniversité Côte d’Azur, CNRS, INRIA, I3S
de Morais Goulart, José HenriqueINP Toulouse
Schaub, SebastienIBV, UNS-CNRS-INSERM
Calatroni, LucaCnrs, Uca, Inria, I3s
Blanc-Feraud, LaureUniversité Nice Sophia Antipolis, Laboratoire I3S, CNRS, INRIA
 
13:00-14:00, Paper WeAMP4.49 Add to My Program
Structural Visual Guidance Attention Networks in Retinopathy of Prematurity

Yildiz, VeysiNortheastern University
Ioannidis, StratisNortheastern University
Yildiz, IlkayNortheastern University
Tian, PengNortheastern University
Campbell, J. PeterOHSU
Ostmo, SusanOHSU
Kalpathy-Cramer, JayashreeMassachusetts General Hospital/Harvard Medical School
Chiang, Michael F.National Institutes of Health
Erdogmus, DenizNortheastern University
Dy, JenniferNortheastern University
 
13:00-14:00, Paper WeAMP4.50 Add to My Program
Strongly Supervised Mitosis Detection in Breast Histopathology Images Using Weak Labels

Wu, ZihanXiamen University
Shen, RongboTencent Inc
Huang, JunzhouUniversity of Texas at Arlington
Wang, LianshengXiamen University
Yao, JianhuaNational Institutes of Health
 
13:00-14:00, Paper WeAMP4.51 Add to My Program
SMOCAM: SMOoth Conditional Attention Mask for 3D-Regression Models

Konate, SalamataQueensland Institute of Technology
Lebrat, LéoCSRIO
Santa Cruz, RodrigoCSIRO
Bourgeat, PierrickCSIRO
Doré, VincentHealth & Biosecurity Flagship, CSIRO
Fripp, JurgenCSIRO
Bradley, Andrew PeterQueensland University of Technology
Fookes, ClintonQueensland University of Technology
Salvado, OlivierCSIRO Data61
 
13:00-14:00, Paper WeAMP4.52 Add to My Program
Unsupervised Detection of Disturbances in 2D Radiographs

Estacio, LauraUniversidad Católica San Pablo
Ehlke, Moritz1000shapes GmbH
Tack, AlexanderZuse Institute Berlin
Eveling Castro-Gutierrez, EvelingUniversidad Nacional De San Agustín De Arequipa
Lamecker, Hans1000shapes GmbH
Mora, RenssoUniversidad Católica San Pablo
Zachow, StefanZuse Institute Berlin (ZIB)
 
13:00-14:00, Paper WeAMP4.53 Add to My Program
Utilizing Uncertainty Estimation in Deep Learning Segmentation of Fluorescence Microscopy Images with Missing Markers

Gomariz, AlvaroETH Zurich
Egli, RaphaelETH Zurich
Portenier, TizianoETH Zurich
Nombela-Arrieta, CésarUniversity Hospital and University of Zurich
Goksel, OrcunETH Zurich
 
13:00-14:00, Paper WeAMP4.54 Add to My Program
A Robust and Versatile Framework to Compare Spike Detection Methods in Calcium Imaging of Neuronal Activity

Kubler, SamuelInstitut Pasteur
Mukherjee, SuvadipInstitut Pasteur
Olivo-Marin, Jean-ChristopheInstitut Pasteur
Lagache, ThibaultInstitut Pasteur
 
13:00-14:00, Paper WeAMP4.55 Add to My Program
Validation of a Bi-Energetic Spectrum Approximation in Bone Mineral Density Measurement with a Dxa Digital Twin

Haddadi, KarineGE Healthcare
Muller, SergeGE Healthcare
Bloch, IsabelleTélécom Paris
 
13:00-14:00, Paper WeAMP4.56 Add to My Program
Semi Supervised Segmentation and Graph-Based Tracking of 3D Nuclei in Time-Lapse Microscopy

Shailja, S.University of California, Santa Barbara
Jiang, JiaxiangUniversity of California, Santa Barbara
Manjunath, BangaloreUniversity of California, Santa Barbara
 
13:00-14:00, Paper WeAMP4.57 Add to My Program
Comparison of Pretrained Feature Extractors for Glaucoma Detection

Gunasinghe, Hansi NawamUniversity of Waikato
McKelvie, JamesUniversity of Auckland
Koay, AbigailUniversity of Waikato
Mayo, MichaelUniversity of Waikato
 
13:00-14:00, Paper WeAMP4.58 Add to My Program
Voxel-Wise Analysis for Spatial Characterisation of Pseudo-CT Errors in MRI-Only Radiotherapy Planning

Chourak, HildaUniv Rennes, CLCC Eugène Marquis, INSERM, LTSI - UMR 1099, Renne
Barateau, AnaïsUniv Rennes, CLCC Eugène Marquis, INSERM, LTSI - UMR 1099, Renne
Mylona, EugeniaUniv Rennes, CHU Rennes, CLCC Eugène Marquis, INSERM, LTSI - UMR
Cadin, CapucineUniv Rennes, CLCC Eugène Marquis, INSERM, LTSI - UMR 1099, Renne
Lafond, CarolineUniversity of Rennes 1
Greer, PeterSchool of Mathematical and Physical Sciences, University of Newc
Dowling, JasonCSRIO
Nunes, Jean ClaudeUniversité De Rennes
De Crevoisier, RenaudINSERM, U1099, Rennes, F-35000, France - Université De Rennes 1,
Acosta, OscarUniv Rennes, CLCC Eugène Marquis, INSERM, LTSI - UMR 1099
 
13:00-14:00, Paper WeAMP4.59 Add to My Program
CT Image Denoising with Encoder-Decoder Based Graph Convolutional Networks

Chen, Yu-JenNational Tsing Hua University
Tsai, Cheng-YenNational Tsing Hua University
Xu, XiaoweiGuangdong General Hospital
Shi, YiyuUniversity of Notre Dame
Ho, Tsung-YiNational Tsing Hua University
Huang, MeipingDepartment of Catheterization Lab, Guangdong Cardiovascular Inst
Yuan, HaiyunGuangdong Provincial People's Hospital
Zhuang, JianDepartment of Cardiac Surgery, Guangdong Cardiovascular Institut
 
13:00-14:00, Paper WeAMP4.60 Add to My Program
ElasticNetISDR to Reconstruct Both Sparse Brain Activity and Effective Connectivity

Belaoucha, BrahimUniversité Côte d'Azur, Inria
Papadopoulo, ThéodoreUniversité Côte d'Azur, Inria, France
 
WePL  Plenary, Room T6 Add to My Program 
Plenary 1: A Mathematical View of Deep Neural Networks - Stéphane Mallat  
 
Chair: Angelini, ElsaImperial NIHR BRC, Imperial College London
Co-Chair: Olivo-Marin, Jean-ChristopheInstitut Pasteur
 
WeC1  Oral Session, Room T1 Add to My Program 
Ultrasound  
 
Chair: Schmitz, GeorgRuhr-Universität Bochum
Co-Chair: Basarab, AdrianUniversité De Toulouse
 
15:15-15:21, Paper WeC1.1 Add to My Program
Multi-Modal Active Learning for Automatic Liver Fibrosis Diagnosis Based on Ultrasound Shear Wave Elastography

Gao, LufeiShenzhen Research Institute of Big Data
Zhou, RuisongHuazhong University of Science and Technology
Dong, ChangfengShenzhen Third People’s Hospital
Feng, ChengShenzhen Third People’s Hospital Shenzhen, China
Li, ZhenChinese University of Hong Kong, Shenzhen
Wan, XiangShenzhen Research Institute of Big Data
Liu, LiShenzhen Research Institute of Big Data
 
15:21-15:27, Paper WeC1.2 Add to My Program
Towards Diffuse Beamforming for Specular Reflectors: A Pixel-Level Reflection Tuned Apodization Scheme for Ultrasound Imaging

Malamal, GayathriIndian Institute of Technology Palakkad
Raveendranatha Panicker, MaheshIndian Institute of Technology Palakkad
 
15:27-15:33, Paper WeC1.3 Add to My Program
Generalize Ultrasound Image Segmentation Via Instant and Plug & Play Style Transfer

Liu, ZhendongShenzhen University
Huang, XiaoqiongShenzhen University
Yang, XinThe Chinese University of Hong Kong
Gao, RuiShenzhen University
Li, RuiShenzhen University
Zhang, YuanjiShenzhen Luohu Group Luohu People's Hospital,The Third Af
Huang, YankaiShenzhen Luohu Hospital Group Luohu People's Hospital, the Thir
Zhou, GuangquanSoutheast University
Xiong, YiShenzhen Luohu People's Hospital, the Third Affiliated Hospital, S
Frangi, AlejandroUniversity of Leeds
Ni, DongShenzhen University
 
15:33-15:39, Paper WeC1.4 Add to My Program
Characterizing the Uncertainty of Label Noise in Systematic Ultrasound-Guided Prostate Biopsy

Javadi, GolaraUniversity of British Columbia
Samareh Samadi, SamarehUniversity of British Columbia
Bayat, ShararehUniversity of British Columbia
Sojoudi, SamiraUniversity of British Columbia
Hurtado, AntonioVancouver General Hospital
Chang, SilviaVancouver General Hospital
Black, PeterVancouver General Hospital
Mousavi, ParvinQueen's University
Abolmaesumi, PurangUBC
 
15:39-15:45, Paper WeC1.5 Add to My Program
Memory - Efficient Neural Network for Non-Linear Ultrasound Computed Tomography

Fan, YulingHeiderberg University
Wang, HongjianDonghua University
Gemmeke, HartmutKarlsruhe Institute of Technology
Hopp, TorstenKarlsruhe Institute of Technology
van Dongen, KoenDelft University of Technology
Hesser, JuergenHeidelberg University
 
WeC2  Oral Session, Room T2 Add to My Program 
Uncertainty Prediction & Learning under Uncertainty  
 
Chair: Lartizien, CaroleUniv Lyon, CNRS, Inserm, INSA Lyon, UCBL, CREATIS, UMR5220, U1294
Co-Chair: Wang, GuotaiUniversity of Electronic Science and Technology of China (UESTC)
 
15:15-15:21, Paper WeC2.1 Add to My Program
Deep Learning-Based Parameter Mapping with Uncertainty Estimation for Fat Quantification Using Accelerated Free-Breathing Radial MRI

Shih, Shu-FuUniversity of California, Los Angeles
Kafali, Sevgi GokceUniversity of California Los Angeles, Los Angeles, CA
Armstrong, TessUniversity of California, Los Angeles
Zhong, XiaodongSiemens Healthcare
Calkins, KaraUniversity of California, Los Angeles
Wu, HoldenUniversity of California, Los Angeles
 
15:21-15:27, Paper WeC2.2 Add to My Program
Uncertainty-Based Adaptive Data Augmentation for Ultrasound Imaging Anatomical Variations

Chen, EdwardCarnegie Mellon University
Choset, HowieCarnegie Mellon
Galeotti, JohnCarnegie Mellon University
 
15:27-15:33, Paper WeC2.3 Add to My Program
Prostate Cancer Diagnosis with Sparse Biopsy Data and in Presence of Location Uncertainty

Mehrtash, AlirezaBrigham and Women's Hospital
Kapur, TinaBrigham and Women's Hospital, Harvard Medical School
Tempany, Clare MaryBrigham and Women's Hospital, Harvard Medical School
Abolmaesumi, PurangUBC
Wells, WilliamHarvard Medical School
 
15:33-15:39, Paper WeC2.4 Add to My Program
Exploring Instance-Level Uncertainty for Medical Detection

Yang, JiaweiUniversity of California, Los Angeles
Liang, YuanUCLA
Zhang, YaoUniversity of Chinese Academy of Sciences
Song, WeinanUCLA
Wang, KunUCLA
He, LeiUniversity of California, Los Angeles
 
15:39-15:45, Paper WeC2.5 Add to My Program
Objective-Dependent Uncertainty Driven Retinal Vessel Segmentation

Mishra, SurajUniversity of Notre Dame
Chen, Danny Z.University of Notre Dame
Hu, X. SharonUniversity of Notre Dame
 
WeD1  Special Session, Room T1 Add to My Program 
Special Session 1 (Brain Signal Processing): Extracting Meaningful Features
from Functional Magnetic Resonance Imaging
 
 
Chair: Karahanoglu, Fikret IsikPfizer
Co-Chair: Preti, Maria GiuliaEPFL / Université De Genève
Organizer: Karahanoglu, Fikret IsikPfizer
Organizer: Preti, Maria GiuliaEPFL / Université De Genève
 
15:45-15:51, Paper WeD1.1 Add to My Program
Formalizing Adaptation and Learning with Network Control Theory (I)

Bassett, DanielleUniversity of Pennsylvania
 
15:51-15:57, Paper WeD1.2 Add to My Program
Controversies of fMRI: Neural Signal vs Physiological Noise (I)

Chen, JingyuanMassachusetts General Hospital
 
15:57-16:03, Paper WeD1.3 Add to My Program
Reliability and Validity of Functional Connectivity (I)

Noble, StephanieYale University
Scheinost, DustinYale University
 
16:03-16:09, Paper WeD1.4 Add to My Program
Coupling between Brain Function and Underlying Structure Reveals Task-Dependency in the Healthy Brain (I)

Preti, Maria GiuliaEPFL / Université De Genève
Van De Ville, DimitriEPFL & UniGE
 
16:09-16:15, Paper WeD1.5 Add to My Program
Computational Models to Predict Functional Networks from Structure (I)

Joana Cabral, JoanaLife and Health Sciences Research Institute, University of Minho
 
WeD2  Special Session, Room T2 Add to My Program 
Special Session 2: Optical Imaging of the Human Brain Microstructure (Live
Session)
 
 
Chair: Magnain, CarolineMassachusetts General Hospital / Harvard Medical School
Co-Chair: Zöllei, LillaMartinos Center for Biomedical Imaging
Organizer: Magnain, CarolineMassachusetts General Hospital / Harvard Medical School
 
15:45-16:03, Paper WeD2.1 Add to My Program
3D Imaging of the Human Brain Microstructure by Optical Coherence Tomography (I)

Magnain, CarolineMassachusetts General Hospital / Harvard Medical School
Augustinack, JeanMassachusetts General Hospital, Harvard Medical School
Zöllei, LillaMartinos Center for Biomedical Imaging
Iglesias, Juan EugenioUniversity College London
Wang, HuiMassachusetts General Hospital
Dalca, AdrianMassachusetts Institute of Technology
Fischl, BruceA. A. Martinos Center for Biomedical Imaging, Dept. of Radiology
 
16:03-16:21, Paper WeD2.2 Add to My Program
Brain Mapping at Subcellular Scale with Light-Sheet Microscopy: Opportunities and Challenges (I)

Silvestri, LudovicoUniversity of Florence
Muellenbroich, CarolineUniversity of Glasgow
Gavryusev, VladislavUniversità Degli Studi Di Firenze
Sancataldo, GiuseppeUniversity of Palermo, Department of Physics and Chemistry
Ricci, PietroLens
Costantini, IreneLENS - University of Florence
Mazzamuto, GiacomoNational Research Council - National Institute of Optics (CNR-IN
Pavone, Francesco SaverioLENS - University of Florence
 
16:21-16:39, Paper WeD2.3 Add to My Program
Polarized Light Imaging of the Brain's Fibre Architecture (I)

Axer, MarkusForschungszentrum Jülich
 
16:39-16:57, Paper WeD2.4 Add to My Program
Tissue Clearing for Human Brain Imaging (I)

Costantini, IreneLENS - University of Florence
Scardigli, MarinaUnifi
Pesce, LucaEuropean Laboratory for Non-Linear Spectroscopy, Florence
Gavryusev, VladislavUniversità Degli Studi Di Firenze
Castelli, Filippo MariaEuropean Laboratory for NonLinear Spectroscopy - LENS - Universi
Silvestri, LudovicoUniversity of Florence
Mazzamuto, GiacomoNational Research Council - National Institute of Optics (CNR-IN
Pavone, Francesco SaverioLENS - University of Florence
 
16:57-17:15, Paper WeD2.5 Add to My Program
Human Brain Connectivity with Polarization Sensitive Optical Coherence Tomography and Diffusion Weighted Mri (I)

Wang, HuiMassachusetts General Hospital
Vera, MatthewAthinoula A. Martinos Center for Biomedical Imaging, Massachuset
Tian, QiyuanAthinoula A. Martinos Center for Biomedical Imaging, Massachuset
Magnain, CarolineMassachusetts General Hospital / Harvard Medical School
Palombo, MarcoCentre for Medical Image Computing, University College London
Huang, Susie Y.Athinoula A. Martinos Center for Biomedical Imaging, Massachuset
Schmahmann, Jeremy D.Massachusetts General Hospital, Harvard Medical School
Fischl, BruceA. A. Martinos Center for Biomedical Imaging, Dept. of Radiology
 
WePMP3  Poster Session, Room T3 Add to My Program 
One-Page Abstracts Poster Session  
 
Chair: Rohde, GustavoUniversity of Virginia
Co-Chair: Vercauteren, TomKing's College London
 
15:15-16:15, Paper WePMP3.1 Add to My Program
Deep Learning-Based Low-Cost Oral Cytology

Moreau, MatthieuLaboratoire LARIS, Université D'Angers
Mie, AmiGraduate School of Engineering, Nagasaki University, Nagasaki, J
Sakai, TomoyaGraduate School of Engineering, Nagasaki University, Nagasaki, J
Mitate, EjiRegenerative Oral Surgery, Nagasaki University, Nagasaki, Japan
Rousseau, DavidLaboratoire LARIS, Université D'Angers
 
15:15-16:15, Paper WePMP3.2 Add to My Program
A Comparison of Curvature Estimation Methods for Bioimaging

Strobel, AleaUniversität Passau
Forster-Heinlein, BrigitteUniversität Passau
Uhlmann, VirginieEMBL-EBI
 
15:15-16:15, Paper WePMP3.3 Add to My Program
Viscoelastic Property Quantification Using Shear Wave Elastography and Convolutional Neural Networks

Vasconcelos, LuizUniversity of Minnesota - Rochester
Kijanka, PiotrAGH University of Science and Technology
Urban, MatthewMayo Clinic College of Medicine
 
15:15-16:15, Paper WePMP3.4 Add to My Program
A TV-Regularized Unguided PDE Based Biomedical Image Segmentation

Bvr Kumar, BvrIIT Kanpur
Abdul, HalimIIT Kanpur
 
15:15-16:15, Paper WePMP3.5 Add to My Program
M2SLA-Net: Multi-Scale Multi-Level Attention Embedded Network for Retinal Vessel Segmentation

Saini, ShreshthIndian Institute of Technology Jodhpur
 
15:15-16:15, Paper WePMP3.6 Add to My Program
ASIST: Annotation-Free Synthetic Instance Segmentation and Tracking with Adversarial Simulations

Quan Liu, QuanVanderbilt University
Gaeta, IsabellaVanderbilt University
Zhao, MengyangTufts University
Deng, RuiningVanderbilt University
Jha, AadarshVanderbilt University
Li, XingVanderbilt University
Millis, Bryan AVanderbilt University
Mahadevan-Jansen, AnitaVanderbilt University
Tyska, Matthew J.Vanderbilt University
Huo, YuankaiVanderbilt University
 
15:15-16:15, Paper WePMP3.7 Add to My Program
Liver Registration for CT Images Guided by CNN Liver Segmentation

Tang, XikaiKU Leuven
Jafargholi Rangraz, EsmaeelQuirem Medical
's Heeren, RichardCatholic University of Leuven
Coudyzer, WalterUZ Leuven
Deroose, ChristopheUZ & KU Leuven
Baete, KristofNuclear Medicine, UZ Leuven
Mark Gooding, MarkMirada Medical Ltd
Nuyts, JohanKU Leuven
 
15:15-16:15, Paper WePMP3.8 Add to My Program
Fully-Learned Features for Lung Cancer Overall Survival Prediction

Francis, DannyMedian Technologies
Groza, VladimirMedian Technologies
Huet, BenoitMedian Technologies
Boujemaa, NozhaMedian Technologies
 
15:15-16:15, Paper WePMP3.9 Add to My Program
A Lightweight Method to Simulate Low-Dose DSC-Perfusion Sequences

Bône, AlexandreGuerbet Research
Veron Vialard, JulienGuerbet Research
Robert, PhilippeGuerbet Research
Nicolas, FrançoisGuerbet Research
Rohé, Marc-MichelGuerbet Research
 
15:15-16:15, Paper WePMP3.10 Add to My Program
Going Beyond Voxel-Wise Deconvolution in Perfusion MRI with StU-Net

Veron Vialard, JulienGuerbet Research
Rohé, Marc-MichelGuerbet Research
Robert, PhilippeGuerbet Research
Nicolas, FrançoisGuerbet Research
Bône, AlexandreGuerbet Research
 
15:15-16:15, Paper WePMP3.11 Add to My Program
Monaifbs: Monai-Based Fetal Brain Mri Deep Learning Segmentation

Ranzini, Marta Bianca MariaKing's College London
Fidon, LucasKing's College London
Ourselin, SebastienUniversity College London
Modat, MarcKing's College London
Vercauteren, TomKing's College London
 
15:15-16:15, Paper WePMP3.12 Add to My Program
Di-Net: De-Identification of Personal Information on Endoscopy Images

Park, JaeseungSeoul National University
Kim, DohyunSeoul National University
Kim, Dong HyeonSeoul National University
Byun, SohyunINFINITT Healthcare Co., Ltd
Ahn, Chung-ilINFINITT Healthcare Co., Ltd
Cho, SangwookINFINITT Healthcare Co., Ltd
 
15:15-16:15, Paper WePMP3.13 Add to My Program
Sparsity Based Super Resolution Ultrasound Via Deep Learning

Bar-Shira, OrWeizmann Institute of Science
van Sloun, RuudEindhoven University of Technology
Eldar, YoninaWeizmann
 
15:15-16:15, Paper WePMP3.14 Add to My Program
Predicting Paraganglioma Tumors' Escape from Anti-Angiogenic Treatment Using Concurrent Metabolic and Vascular Imaging

Mansouri, NesrinUniversit ́e De Paris, Inserm, PARCC, F-75015 Paris, France
Pérez-Liva, MailynComplutense University of Madrid, Spain
Facchin, CaterinaUniversit ́e De Paris, Inserm, PARCC, F-75015 Paris, France
Balvay, DanielUniversit ́e De Paris, Inserm, PARCC, F-75015 Paris, France
Tavitian, BertrandUniversit ́e De Paris, Inserm, PARCC, F-75015 Paris, France
 
15:15-16:15, Paper WePMP3.15 Add to My Program
SlicerRFM: A 3D Slicer Module for the Semi-Interactive Segmentation of 3D Images

Faure, AldrickInstitut Universitaire Du Cancer De Toulouse Oncopole - Institut
Risser, LaurentCNRS - Institut De Mathematiques De Toulouse
Ken, SoleakhenaInstitut Claudius Regaud, Institut Universitaire Du Cancer Toulo
 
15:15-16:15, Paper WePMP3.16 Add to My Program
Impact of Multicenter Harmonization on the Detection of Radionecrosis in Multimodal MRI Radiomics Study

Acquitter, ClémentGrenoble Alpes University
Lemasson, BenjaminU836 INSERM
Moyal, ElizabethInstitut Universitaire Du Cancer De Toulouse Oncopole
Ken, SoleakhenaInstitut Claudius Regaud, Institut Universitaire Du Cancer Toulo
 
15:15-16:15, Paper WePMP3.17 Add to My Program
Classification of Pleural Effusion Disease in Computed Tomography Images with Transfer Learning and Convolutional Neural Networks

Benavente, DavidUniversity of Santiago Chile
 
15:15-16:15, Paper WePMP3.18 Add to My Program
Multi-View Spatial Context Learner for Lymphoma Segmentation in PET-CT Images

Yuan, ChengShanghai Jiao Tong University
Huang, XinyunDepartment of Nuclear Medicine, Ruijin Hospital
Li, BiaoShanghai Jiaotong University School of Medicine
Qian, DahongSchool of Biomedical Engineering, Shanghai Jiao Tong University
 
15:15-16:15, Paper WePMP3.19 Add to My Program
Comparing Micro Flow Patterns in Left Main Stented Coronary Arteries with Varing Bifurcation Angles

Vuong, Thao Nhu Anne MarieUniversity of New South Wales
Stevens, Michael CharlesUniversity of New South Wales
Beier, SusannUniversity of New South Wales
 
15:15-16:15, Paper WePMP3.20 Add to My Program
Comparison of SWI and T2S for Learning Based Microbleed Segmentation

Groothuis, IrmeKing's College London
Ingala, SilviaDept. of Radiology and Nuclear Medicine, Amsterdam UMC, Location
Sudre, CaroleUniversity College London
Lorenzini, LuigiDept. of Radiology and Nuclear Medicine, Amsterdam UMC, Location
Pai, AkshayUniversity of Copenhagen
Sørensen, LaugeUniversity of Copenhagen
Cardoso, Manuel JorgeUniversity College London
Nielsen, MadsUniversity of Copenhagen, Denmark
Ourselin, SebastienUniversity College London
Barkhof, FrederikDept. of Radiology and Nuclear Medicine, Amsterdam UMC, Location
Modat, MarcKing's College London
 
15:15-16:15, Paper WePMP3.21 Add to My Program
Assessing Diffractive Imaging for Cytometry of Cells

Ahmad, AliCREATIS, INSA De LYON
Vanel, GuillaumeInsa Lyon
Frindel, CaroleUmr Cnrs 5220 - Inserm U630
Rousseau, DavidLaboratoire LARIS, Université D'Angers
 
15:15-16:15, Paper WePMP3.22 Add to My Program
Periodic Non-Linear Activations for Deep Histology Networks

Patra, ArijitUniversity of Oxford
 
15:15-16:15, Paper WePMP3.23 Add to My Program
Image Reconstruction from In-Line Holograms Using Inverse Problems Recipes: Tutorial

Momey, FabienLaboratoire Hubert Curien UMR CNRS 5516, Université Jean Monnet,
Denis, LoicLaboratoire Hubert Curien, UMR CNRS 5516, Université De Saint-Et
Olivier, ThomasLaboratoire Hubert Curien UMR CNRS 5516, Université Jean Monnet,
Brault, DylanLaboratoire Hubert Curien UMR CNRS 5516, Université Jean Monnet,
Berdeu, AnthonyLaboratoire Hubert Curien UMR CNRS 5516, Université Jean Monnet,
Fournier, CorinneLaboratoire Hubert Curien UMR CNRS 5516, Université Jean Monnet,
 
15:15-16:15, Paper WePMP3.24 Add to My Program
Exploring the Cerebellum with Functional Near-Infrared Imaging: A Preliminary Study

Rocco, GiuliaUniversité Côte D'Azur
Lebrun, JeromeUniversité Côte D'Azur
Magnié-Mauro, Marie-NoëleUniversité Côte d'Azur, CHU
Meste, OlivierUNSA-CNRS
 
15:15-16:15, Paper WePMP3.25 Add to My Program
Quantifying the Information Content of T2 and FLAIR MRI Sequences for Brain Tumor Segmentation

Kronberg, RaphaelHeinrich-Heine University Duesseldorf
Meskelevicius, DziugasHeinrich-Heine University Duesseldorf
Rubbert, ChristianUniversity Dusseldorf, Medical Faculty, Department of Diagnostic
Sabel, MichaelHeinrich-Heine University Duesseldorf
Kollmann, MarkusHeinrich-Heine University Duesseldorf
Fischer, IgorHeinrich Heine University
 
15:15-16:15, Paper WePMP3.27 Add to My Program
Unified Universal Lesion Detector

Vaswani, AshwinMassachusetts General Hospital
Aggarwal, MehakMassachusetts General Hospital
Arun, Nishanth ThumbavanamMassachusetts General Hospital
Gupta, SharutMassachusetts General Hospital
Chang, KenMassachusetts General Hospital
Bridge, ChristopherHarvard Medical School
Patel, JayMassachusetts Institute of Technology
Hoebel, KatharinaMassachusetts Institute of Technology
Gidwani, MishkaMassachusetts General Hospital
Pawar, Dr. JayashriMassachusetts General Hospital
Kalpathy-Cramer, JayashreeMassachusetts General Hospital/Harvard Medical School
Singh, PraveerMassachusetts General Hospital
 
15:15-16:15, Paper WePMP3.28 Add to My Program
Preliminary Study to Identify the Severity of Hepatic Fibrosis in Patients with Non-Alcoholic Steatohepatitis (nash) Using IBiopsy®

Brisset, Jean-ChristopheMedian Technologies
Huet, BenoitMedian Technologies
Boujemaa, NozhaMedian Technologies
 
15:15-16:15, Paper WePMP3.29 Add to My Program
Diagnosis of Early Glaucoma Based on Deep Learning: Using Macular Optical Coherence Tomography Thickness Map

Yang, Ai-SuNational Taiwan University
Wang, Hong-SiangNational Taiwan University
Li, Te-JungNational Taiwan University
Liu, Chin-HsinCardinal-Tien Youghe-Ho Hospital
Chen, Chung-MingNational Taiwan University
 
15:15-16:15, Paper WePMP3.30 Add to My Program
InspectorCell: Generating Cell Segmentation for Multiplexed Microscopy Images of Tissue Sections

Gosselink, AndreMiltenyi Biotec
Hofer, TatsianaCenter for Integrative Bioinformatics Vienna, Max Perutz Labs, U
Criado-Moronati, ElviraR&D Reagents, Miltenyi Biotec B.V. & Co. KG
von Haeseler, ArndtCenter for Integrative Bioinformatics Vienna, Max Perutz Labs, U
Kollet, JuttaMiltenyi Biotec B.V. & Co. KG
 
15:15-16:15, Paper WePMP3.31 Add to My Program
Identifying Radiomic Seed Features for Patient Outcome Modelling

Bian, JingwenUniversity College Cork
O'Regan, KevinCork University Hospital
Eric Wolsztynski, EricUniversity College Cork
 
15:15-16:15, Paper WePMP3.32 Add to My Program
A Temporal Multiscale Approach for MR Fingerprinting

Cortinhas, SamuelUniversity of Bath
Golbabaee, MohammadUniversity of Bath
Ehrhardt, MatthiasUniversity of Bath
 
15:15-16:15, Paper WePMP3.33 Add to My Program
Multi-Task Pre-Training of Deep Neural Networks for Digital Pathology

Romain Mormont, RomainUniversity of Liège
Geurts, PierreMontefiore Institute, Dept. EE & CS, University of Liege, Belgiu
Marée, RaphaëlUniversity of Liège
 
15:15-16:15, Paper WePMP3.34 Add to My Program
Brain Arteriovenous Malformations (BAVMs) Quantification: Semi-Automated Obtention of Vascular Biomarkers from 3DRA Images

García, CamilaPLADEMA, UNICEN-CONICET
Fang, YibinDepartment of Neurosurgery, Changhai Hospital, Naval Medical Uni
Jianmin, LiuDepartment of Neurosurgery, Changhai Hospital, Naval Medical Uni
Larrabide, IgnacioPladema-CONICET, UNICEN
 
15:15-16:15, Paper WePMP3.35 Add to My Program
Reproducibility of Resting-State MEG Graph Measures in the Source Space

Pourmotabbed, HaatefUniversity of Memphis
de Jongh Curry, AmyThe University of Memphis
Babajani-Feremi, AbbasThe University of Texas at Austin
 
15:15-16:15, Paper WePMP3.36 Add to My Program
Segmented Organ Specific Image Enhancement for Improved Lesion Classification

Shin, DongwookKyunghee Univ
Lee, SeungkyuKyunghee University
 
15:15-16:15, Paper WePMP3.37 Add to My Program
Temperature Dependency of Parametric Mapping in Cardiovascular Magnetic Resonance Imaging Validated in a 3 Tesla T1MES Phantom

Viezzer, Darian StevenCharité Medical Faculty
Lange, SteffenHochschule Darmstadt (University of Applied Sciences)
Schulz-Menger, JeanetteCharité-Medical University Berlin
 
15:15-16:15, Paper WePMP3.38 Add to My Program
Accelerating Quantitative Microscopy with U-Net-Based Cell Counting

Miramontes-Lizarraga, SilviaLawrence Berkeley National Laboratory
Piergies, AntoniaUniversity of California, San Francisco
Grinberg, Lea T.University of California San Francisco
Ushizima, DanielaLawrence Berkeley National Laboratory
 
15:15-16:15, Paper WePMP3.39 Add to My Program
Gray Matter Volume Changes Associate with Covid-19

Duan, KuaikuaiGeorgia Institute of Technology
Premi, EnricoStroke Unit, Azienda Socio Sanitaria Territoriale Spedali Civili
Pilotto, AndreaNeurology Unit, Department of Clinical and Experimental Sciences
Calhoun, VinceGeorgia State University
 
15:15-16:15, Paper WePMP3.40 Add to My Program
Mapping the Cognitive Decline Based on Pet Imaging from Normal Aging to Alzheimer's Disease

Hojjati, Seyed HaniWeill Cornell Medicine
Babajani-Feremi, AbbasThe University of Texas at Austin
 
15:15-16:15, Paper WePMP3.41 Add to My Program
Optimizing RetinaNet Anchors to Improve Detection of Small Pulmonary Nodules

Yadav, AnilUniversity of California Los Angeles
Lin, YannanUniversity of California, Los Angeles
Hsu, WilliamUniversity of California, Los Angeles
 
15:15-16:15, Paper WePMP3.42 Add to My Program
Investigating the SARS-CoV2 Main Protease Structure for Drug Design Target Sites Using the Modified Minimal Molecular Surface

Watkins, Lanier A.Johns Hopkins University Whiting School of Engineering
Zhao, ShanUniversity of Alabama
Watkins, KaliKeyschool
Watkins, KamilleKeyschool
Watkins, Lanier M.St. Mary of the Assumption Catholic School
 
15:15-16:15, Paper WePMP3.43 Add to My Program
Visual Feature Analysis of Age and Alzheimer’s Disease Classification Using Multi-Layer Attention

Lam, PradeepUniversity of Southern California, Imaging Genetics Center
Zhu, AlyssaUniversity of Southern California
Ba Gari, IyadImaging Genetics Center, University of Southern California
Jahanshad, NedaImaging Genetic Center, University of Southern California
Thompson, PaulUniversity of Southern California
 
15:15-16:15, Paper WePMP3.44 Add to My Program
Classification of Compression Fracture on T-L Spine X-Ray Using CNN with Bottleneck Attention Module: Interpretability with Cam

Jang, MisoUniv. of Ulsan College of Medicine
Yoon, JooyoungUniversity of Ulsan College of Medicine & Asan Medical Center
Yun, JihyeAsan Medical Center
Kim, NamkugAsan Medical Center
 
WePMP4  Poster Session, Room T4 Add to My Program 
Poster Session 2  
 
Chair: Rohde, GustavoUniversity of Virginia
Co-Chair: Vercauteren, TomKing's College London
 
15:15-16:15, Paper WePMP4.1 Add to My Program
Transducer Adaptive Ultrasound Volume Reconstruction

Guo, HengtaoRensselaer Polytechnic Institute
Xu, ShengPhilips Research North America
Wood, BradfordNIH
Yan, PingkunRensselaer Polytechnic Institute
 
15:15-16:15, Paper WePMP4.2 Add to My Program
Restoration of Cataract Fundus Images Via Unsupervised Domain Adaptation

Li, HengSouthern University of Science and Technology
Liu, HaofengSouthern University of Science and Technology
Hu, YanSouthern University of Science and Technology
Higashita, RisaTomey Corporation
Zhao, YitianChinese Academy of Sciences
Qi, HongPeking University Third Hospital
Liu, JiangSouthern University of Science and Technology
 
15:15-16:15, Paper WePMP4.3 Add to My Program
Prior Guided Fundus Image Quality Enhancement Via Contrastive Learning

Cheng, PujinSouthern University of Science and Technology
Lin, LiSchool of Electronics and Information Technology, Sun Yat-Sen Un
Huang, YijinSouthern University of Science and Technology
Lyu, JunyanSouthern University of Science & Technology
Tang, XiaoyingSouthern University of Science and Technology
 
15:15-16:15, Paper WePMP4.4 Add to My Program
Surrounding Cell Suppression for Unsupervised Representation Learning in Hematological Cell Classification

Gräbel, PhilippRWTH Aachen University
Laube, InaRWTH Aachen University
Crysandt, MartinaKlinik Für Hämatologie, Onkologie, Hämostaseologie Und Stammzell
Herwartz, ReinhildeUniklinik RWTH Aachen
Melanie, BaumannKlinik Für Hämatologie, Onkologie, Hämostaseologie Und Stammzell
Klinkhammer, Barbara MaraRWTH Aachen University
Boor, PeterRWTH Aachen University, University Hospital Aachen
Brümmendorf, Tim HendrikKlinik Für Hämatologie, Onkologie, Hämostaseologie Und Stammzell
Merhof, DoritRWTH Aachen University
 
15:15-16:15, Paper WePMP4.5 Add to My Program
Wisdom of the Crowd for Early Detection in Barrett’s Esophagus

Law, JustinThe Institute of Cancer Research
Paulson, ThomasFred Hutchinson Cancer Research Center
Sanchez, CarissaFred Hutchinson Cancer Research Center
Galipeau, PatriciaFred Hutchinson Cancer Research Center
Jansen, MarnixUniversity College London
Stachler, MatthewUniversity of California, San Francisco
Maley, CarloArizona State University
Yuan, YinyinDivision of Molecular Pathology, the Institute of Cancer Researc
 
15:15-16:15, Paper WePMP4.6 Add to My Program
Shape-Regularized Unsupervised Left Ventricular Motion Network with Segmentation Capability in 3D+time Echocardiography

Ta, KevinminhYale University
Ahn, ShawnYale University
Stendahl, JohnYale University
Sinusas, AlbertYale University
Duncan, JamesYale University
 
15:15-16:15, Paper WePMP4.7 Add to My Program
Focal-Balanced Attention U-Net with Dynamic Thresholding by Spatial Regression for Segmentation of Aortic Dissection in CT Imagery

Lee, Tsung-HanNational Yang Ming Chiao Tung University / National Chiao Tung U
Huang, Li-TingDepartment of Medical Imaging, National Cheng Kung University Ho
Kuo, Po Tsun, PaulNational Chiao Tung University,Advantech Co., Ltd
Wang, Chien-KuoNational Cheng Kung University
Guo, Jiun InNational Chiao Tung University
 
15:15-16:15, Paper WePMP4.8 Add to My Program
Facial Video-Based Respiratory Rate Recognition Interpolating Pulsatile PPG Rise and Fall Times

Fiedler, Marc-AndréOtto-Von-Guericke-University Magdeburg
Rapczynski, MichalOtto-Von-Guericke-University Magdeburg
Al-Hamadi, AyoubOtto-Von-Guericke-University Magdeburg
 
15:15-16:15, Paper WePMP4.9 Add to My Program
Co-Seg: An Image Segmentation Framework against Label Corruption

Huang, ZiyiColumbia University
Zhang, HaofengColumbia University
Laine, Andrew F.Columbia University
Angelini, ElsaImperial NIHR BRC, Imperial College London
Hendon, ChristineColumbia University
Gan, YuThe University of Alabama
 
15:15-16:15, Paper WePMP4.10 Add to My Program
MVC-Net: Multi-View Chest Radiograph Classification Network with Deep Fusion

Zhu, XiongfengSouthern Medical University
Feng, QianjinSchool of Biomedical Engineering, Southern Medical University
 
15:15-16:15, Paper WePMP4.11 Add to My Program
Dynamic Functional Connectivity for the Classification of Multiple Sclerosis Phenotype: A Hidden Markov Model Approach

Tessadori, JacopoIIT - Italian Institute of Technology
Yamin, Muhammad AbubakarPAVIS-IIT
Valsasina, PaolaScientific Institute and University Hospital San Raffaele
Filippi, MassimoNeuroimaging Research Unit, Institute of Experimental Neurology,
Rocca, Maria AssuntaNeuroimaging Research Unit, Institute of Experimental Neurology,
Sona, DiegoIstituto Italiano Di Tecnologia (IIT)
 
15:15-16:15, Paper WePMP4.12 Add to My Program
Learning Rotation Invariant Features for Cryogenic Electron Microscopy Image Reconstruction

Koby Bibas, KobyTel-Aviv University
Weiss-Dicker, GiliTel Aviv University
Cohen, DanaMrs
Cahan, NoaTel Aviv University
Greenspan, Hayit K.Tel Aviv University
 
15:15-16:15, Paper WePMP4.13 Add to My Program
Optics versus Computation: Influence of Illumination and Reconstruction Model Accuracy in Focal-Plane-Scanning Optical Projection Tomography

Marelli, FrançoisIdiap Research Institute, EPFL
Liebling, MichaelIdiap Research Institute
 
15:15-16:15, Paper WePMP4.14 Add to My Program
Collaborative Multi-View Convolutions with Gating for Accurate and Fast Volumetric Medical Image Segmentation

Li, ChengPaul C. Lauterbur Research Center for Biomedical Imaging, Shenzh
Ye, JinShenzhen Institutes of Advanced Technology, Chinese Academy of S
He, JunjunShanghai Jiao Tong University
Wang, ShanshanShenzhen Institutes of Advanced Technology
Gu, LixuShanghai Jiaotong University
Qiao, YuGuangdong Key Lab of Computer Vision & Virtual Reality, Shenzhen
 
15:15-16:15, Paper WePMP4.15 Add to My Program
2D-3D Hierarchical Feature Fusion Network for Segmentation of Bone Structure in Knee MR Image

Wang, HuiFudan University
Yao, DeminFudan University
Chen, JiayiFudan University
Liu, YanjingFudan University
Li, WenshengFudan University
Shi, YonghongFudan University
 
15:15-16:15, Paper WePMP4.16 Add to My Program
Reference-Based Texture Transfer for Single Image Super-Resolution of Magnetic Resonance Images

K K, Madhu mithraIndian Institute of Technology, Madras
Ramanarayanan, SriprabhaHealthcare Technology Innovation Center
Sirukarumbur Shanmugaram, Keerthi RamIIT Madras
Sivaprakasam, MohanasankarIndian Institute of Technology Madras
 
15:15-16:15, Paper WePMP4.17 Add to My Program
Multiview Virtual Confocal Microscopy through a Multimode Fiber

Singh, SakshiUniversity of Colorado Boulder
Labouesse, SimonUniversity of Colorado Boulder
Piestun, RafaelUniversity of Colorado Boulder
 
15:15-16:15, Paper WePMP4.18 Add to My Program
Analysis of Lymph Node Tumor Features in PET/CT for Segmentation

Farfan Cabrera, Diana LuciaUniversité De Reims Champagne-Ardenne
Grossiord, EloiseInstitut De Mathématiques De Toulouse
Gogin, NicolasGE Healthcare
Papathanassiou, DimitriUniversité De Reims Champagne-Ardenne
Passat, NicolasReims University
 
15:15-16:15, Paper WePMP4.19 Add to My Program
Localization of Cochlear Implant Electrodes from Cone Beam Computed Tomography Using Particle Belief Propagation

Hachmann, HendrikLeibniz University Hanover
Krueger, BenjaminHannover Medical School (MHH), Department of Otorhinolaryngology
Rosenhahn, BodoLeibniz University Hannover
Nogueira, WaldoHannover Medical School (MHH), Department of Otorhinolaryngology
 
15:15-16:15, Paper WePMP4.20 Add to My Program
Accurate 3d Kidney Segmentation Using Unsupervised Domain Translation and Adversarial Networks

Zeng, WankangXiamen University
Fan, WenkangXiamen University
Chen, RongXiamen University
Zheng, ZhuohuiXiamen University
Zheng, SongFujian Medical University Union Hospital
Chen, JianhuiFujian Medical University Union Hospital
Liu, RongFujian Medical University Union Hospital
Zeng, QiangXiamen University
Liu, ZengqinDepartment of Urology, Shenzhen People’s Hospital, Shenzhen 5180
Chen, YinranXiamen University
Luo, XiongbiaoXiamen University
 
15:15-16:15, Paper WePMP4.21 Add to My Program
Contrastive Representation Learning for Whole Brain Cytoarchitectonic Mapping in Histological Human Brain Sections

Schiffer, ChristianForschungszentrum Jülich GmbH
Amunts, KatrinJülich Research Centre
Harmeling, StefanHeinrich-Heine-Universität Düsseldorf
Dickscheid, TimoJülich Research Centre
 
15:15-16:15, Paper WePMP4.22 Add to My Program
DeepACC: Automate Chromosome Classification Based on Metaphase Images Using Knowledge-Based Deep Learning Framework

Xiao, LiChinese Academy of Science
Luo, ChunlongInstitute of Computing Technology, Chinese Academy of Science
 
15:15-16:15, Paper WePMP4.23 Add to My Program
Lightweight U-Net for Lesion Segmentation in Ultrasound Images

Li, YingpingUniversité Paris-Saclay
Chouzenoux, EmilieInria Saclay
Charmettant, BenoitBiomaps, UMR1281 INSERM, CEA, CNRS, Université Paris-Saclay, 948
Benatsou, BayaUniversité Paris-Saclay, BioMaps UMR1281, Gustave Roussy
Lamarque, Jean-PhilippeInstitut Gustave Roussy Biomaps Paris Saclay
Lassau, NathalieGUSTAVE ROUSSY. BIOMAPS UMR 1281. Université Paris SACLAY
 
15:15-16:15, Paper WePMP4.24 Add to My Program
Butterfly-Net: Spatial-Temporal Architecture for Medical Image Segmentation

Klymenko, TetianaTechnical University Munich
Kim, Seong TaeTechnical University Munich
Lauber, KirstenLMU
Kurz, ChristopherLMU
Landry, GuillaumeLMU
Navab, NassirTechnische Universität München
Albarqouni, ShadiHelmholtz Center Munich
 
15:15-16:15, Paper WePMP4.25 Add to My Program
Non-Convex Super-Resolution of OCT Images Via Sparse Representation

Scrivanti, GabrieleUniversity of Bologna
Calatroni, LucaCnrs, Uca, Inria, I3s
Morigi, SerenaUniversity of Bologna
Nicholson, LindsayUniversity of Bristol
Achim, AlinUniversity of Bristol
 
15:15-16:15, Paper WePMP4.26 Add to My Program
X-Ray Based Automatic Detection of Brain Coil Compaction Using Unsupervised Learning

Fan, ShuyangRice University
Inam, Mehmet EnesUniversity of Texas Health Science Center at Houston
Peña, DaniloUniversity of Texas Health Science Center at Houston
Chen, Peng RocUniversity of Texas Health Science Center at Houston
Giancardo, LucaUniversity of Texas Health Science Center at Houston
 
15:15-16:15, Paper WePMP4.27 Add to My Program
SGUNet: Semantic Guided UNet for Thyroid Nodule Segmentation

Pan, HuitongTemple University
Quan, ZhouNanjing University of Posts and Telecommunications
Latecki, Longin JanTemple University
 
15:15-16:15, Paper WePMP4.28 Add to My Program
A Deep Learning Approach for Improved Segmentation of Lesions Related to COVID-19 Chest CT Scans

Vasilescu, VladUniversity Politehnica of Bucharest
Neacsu, AnaUniversity Politehnica of Bucharest
Chouzenoux, EmilieInria Saclay
Pesquet, Jean-ChristopheCentraleSupélec, INRIA Saclay, University Paris Saclay
Burileanu, CorneliuUniversity Politehnica of Bucharest
 
15:15-16:15, Paper WePMP4.29 Add to My Program
AURA-Net: Robust Segmentation of Phase-Contrast Microscopy Images with Few Annotations

Cohen, EthanEcole Normale Supérieure Paris-Saclay
Uhlmann, VirginieEMBL-EBI
 
15:15-16:15, Paper WePMP4.30 Add to My Program
Asymmetric Attention Upsampling: Rethinking Upsampling for Biological Image Segmentation

Dong, ChunyuShanghai Jiao Tong University
Zhao, QunfeiShanghai Jiao Tong University
Chen, KunShanghai Jiao Tong University
Huang, XiaolinShanghai Jiao Tong University
 
15:15-16:15, Paper WePMP4.31 Add to My Program
Multi-Domain Learning by Meta-Learning: Taking Optimal Steps in Multi-Domain Loss Landscapes by Inner-Loop Learning

Sicilia, AnthonyUniversity of Pittsburgh
Zhao, XingchenUniversity of Pittsburgh
Minhas, DavneetUniversity of Pittsburgh
O'Connor, Erin EUniversity of Maryland, Baltimore
Aizenstein, HowardUniversity of Pittsburgh
Klunk, WilliamUniversity of Pittsburgh
Tudorascu, DanaUniversity of Pittsburgh
Hwang, Seong JaeUniversity of Pittsburgh
 
15:15-16:15, Paper WePMP4.32 Add to My Program
The Effect of Preprocessing on Convolutional Neural Networks for Medical Image Segmentation

de Raad, Koen BouritiusErasmus Medical Center
van Garderen, KarinErasmus MC
Smits, MarionErasmus MC, University Medical Center Rotterdam
van der Voort, Sebastian RobertErasmus MC, University Medical Center Rotterdam
Incekara, FatihErasmus Medical Center
Oei, EdwinErasmus Medical Center
Hirvasniemi, JukkaErasmus Medical Center
Klein, StefanErasmus MC
Starmans, Martijn Pieter AntonErasmus Medical Center
 
15:15-16:15, Paper WePMP4.33 Add to My Program
BEDs: Bagging Ensemble Deep Segmentation for Nucleus Segmentation with Testing Stage Stain Augmentation

Li, XingVanderbilt University
Yang, HaichunVanderbilt University
He, JiaxinVanderbilt University
Jha, AadarshVanderbilt University
Fogo, Agnes B.Vanderbilt University
Wheless, Lee E.Vanderbuilt University
Zhao, ShilinVanderbilt University
Huo, YuankaiVanderbilt University
 
15:15-16:15, Paper WePMP4.34 Add to My Program
Using Uncertainty Estimation to Reduce False Positives in Liver Lesion Detection

Bhat, IshaanUniversity Medical Center Utrecht
Kuijf, Hugo J.University Medical Center Utrecht
Cheplygina, VeronikaErasmus MC
Pluim, JosienEindhoven University of Technology
 
15:15-16:15, Paper WePMP4.35 Add to My Program
Automatic Multi Class Organelle Segmentation for Cellular Fib-Sem Images

Meyer, CyrilUniversité De Strasbourg; Laboratoire ICube (UMR7357);  IGBMC (UM
Mallouh, VéroniqueIGBMC
Spehner, DanieleIGBMC, UMR 7104 CNRS, U2158 INSERM, Université De Strasbourg
Baudrier, EtienneUniversity of Strasbourg, CNRS, ICube
Schultz, PatrickIGBMC, UMR 7104 CNRS, U2158 INSERM, Université De Strasbourg
Naegel, BenoîtICube, Université De Strasbourg, CNRS
 
15:15-16:15, Paper WePMP4.36 Add to My Program
Context Aggregation Network for Semantic Labelling in Histopathology Images

Samanta, PranabImaging Scientist
Raipuria, GeetankLead Scientist, AIRAMATRIX PVT. LTD
Singhal, NitinAIRA Matrix
 
15:15-16:15, Paper WePMP4.37 Add to My Program
Switchable Deep Beamformer for Ultrasound Imaging Using AdaIN

Khan, ShujaatKorea Advanced Institute of Science and Technology (KAIST)
Huh, JaeyoungKorea Advanced Institute of Science and Technology (KAIST)
Ye, Jong ChulKorea Advanced Inst of Science & Tech
 
15:15-16:15, Paper WePMP4.38 Add to My Program
Highly Accurate Automated Patient-Specific 3D Bone Pose and Scale Estimation Using Bi-Planar Pose-Invariant Patches in a CNN-Based 3D/2D Registration Framework

Babazadeh Khameneh, NahidLaboratoire De Recherche En Imagerie Et Orthopédie (LIO), École
Vazquez, CarlosEcole De Technologie Supérieure
Cresson, ThierryEcole De Technologie Supérieure
Lavoie, FrédéricCentre Hospitalier De l'Université De Montréal
De Guise, JacquesEcole De Technologie Supérieure
 
15:15-16:15, Paper WePMP4.39 Add to My Program
Multivariate Data Analysis Suggests the Link between Brain Microstructure and Cognitive Impairment in Multiple Sclerosis

Brusini, LorenzaUniversity of Verona
Cruciani, FedericaUniversity of Verona
Boscolo Galazzo, IlariaUniversity of Verona
Pitteri, MarcoUniversity of Verona, Dept. Neurosciences, Biomedicine and Movem
Storti, Silvia FrancescaUniversity of Verona
Calabrese, MassimilianoUniversità Di Verona
Lorenzi, MarcoINRIA
Menegaz, GloriaUniversity of Verona
 
15:15-16:15, Paper WePMP4.40 Add to My Program
Emergent Symbolic Language Based Deep Medical Image Classification

Chowdhury, AritraGE Research
Santamaria, AlbertoGE Global Research
Kubricht, JamesGE Research
Tu, PeterGeneral Electric
 
15:15-16:15, Paper WePMP4.41 Add to My Program
MultiMix: Sparingly Supervised, Extreme Multitask Learning from Medical Images

Haque, AyaanSaratoga High School
Imran, Abdullah-Al-ZubaerStanford University
Wang, AdamStanford University
Terzopoulos, DemetriUniversity of California, Los Angeles
 
15:15-16:15, Paper WePMP4.42 Add to My Program
Ultrasound Confidence Maps of Intensity and Structure Based on Directed Acyclic Graphs and Artifact Models

Hung, Alex Ling YuCarnegie Mellon University
Chen, WanwenCarnegie Mellon University
Galeotti, JohnCarnegie Mellon University
 
15:15-16:15, Paper WePMP4.43 Add to My Program
Image Registration with Optimal Regularization Parameter Selection by Learned Auto Encoder Features

Akossi, AurelieGeorgia State University
Wang, FushengStony Brook University
Teodoro, GeorgeUniversity of Brasilia
Kong, JunGeorgia State University
 
15:15-16:15, Paper WePMP4.44 Add to My Program
Deep Elastica for Image Segmentation

Chen, XuUniversity of Liverpool
Xiangde, LuoUniversity of Electronic Science and Technology of China
Wang, GuotaiUniversity of Electronic Science and Technology of China (UESTC)
Zheng, YalinUniversity of Liverpool
 
15:15-16:15, Paper WePMP4.45 Add to My Program
Going Deeper with Brain Morphometry Using Neural Networks

Santa Cruz, RodrigoCSIRO
Lebrat, LéoCSRIO
Bourgeat, PierrickCSIRO
Doré, VincentHealth & Biosecurity Flagship, CSIRO
Dowling, JasonCSRIO
Fripp, JurgenCSIRO
Fookes, ClintonQueensland University of Technology
Salvado, OlivierCSIRO Data61
 
15:15-16:15, Paper WePMP4.46 Add to My Program
A Course-Focused Dual Curriculum for Image Captioning

Alsharid, MohammadUniversity of Oxford
El-Bouri, RasheedUniversity of Oxford
Sharma, HarshitaUniversity of Oxford
Drukker, LiorUniversity of Oxford
Papageorghiou, ArisNuffield Department of Obstetrics and Gynaecology, John Ra
Noble, J AlisonUniversity of Oxford
 
15:15-16:15, Paper WePMP4.47 Add to My Program
Deep Cortical Vessel Segmentation Driven by Data Augmentation with Neural Image Analogy

Nercessian, MichaelCornell University
Haouchine, NazimHarvard Medical School - Brigham and Women's Hospital
Juvekar, ParikshitBrigham and Women's Hsopital
Sarah, FriskenBrigham and Women's Hsopital
Golby, AlexandraBrigham and Women's Hsopital
 
15:15-16:15, Paper WePMP4.48 Add to My Program
Investigating the Effect of dMRI Signal Representation on Fully-Connected Neural Networks Brain Tissue Microstructure Estimation

Zucchelli, MauroAthena Project-Team, Inria Sophia Antipolis - Méditerranée, Univ
Deslauriers-Gauthier, SamuelUniversité Côte d'Azur, Inria, France
Deriche, RachidINRIA Sophia Antipolis-Méditerranée
 
15:15-16:15, Paper WePMP4.49 Add to My Program
Comparison of Classical Machine Learning & Deep Learning to Characterise Fibrosis & Inflammation Using Quantitative MRI

Chan, EmilyKing's College London
Kelly, MattPerspectum
Schnabel, JuliaKing's College London
 
15:15-16:15, Paper WePMP4.50 Add to My Program
Real-Time Coarse-To-Fine Depth Estimation on Stereo Endoscopic Images with Self-Supervised Learning

Yang, HaotianUniversity of Toronto Mississauga
Kahrs, LuederUniversity of Toronto Mississauga
 
15:15-16:15, Paper WePMP4.51 Add to My Program
Connectome-Based Predictive Modelling with Missing Connectivity Data Using Robust Matrix Completion

Liang, QinghaoYale University
Negahban, SahandYale University Department of Statistics
Chang, JosephYale University
Zhou, Harrison H.Yale University
Scheinost, DustinYale University
 
15:15-16:15, Paper WePMP4.52 Add to My Program
Combining Bayesian and Deep Learning Methods for the Delineation of the Fan in Ultrasound Images

Dadoun, HindUniversité Côte d'Azur, Inria Epione Team
Delingette, HervéInria
Rousseau, Anne-LaureHôpital Européen Georges Pompidou, NHance, Nabla
de Kerviler, EricSaint Louis Hospital AP-HP
Ayache, NicholasINRIA
 
15:15-16:15, Paper WePMP4.53 Add to My Program
Learning to Recover Sharp Detail from Simulated Low-Dose CT Studies

Cole, PatrickUniversity of Illinois at Urbana-Champaign
Pyrros, AyisDuPage Medical Group
Koyejo, OluwasanmiUniversity of Illinois at Urbana-Champaign
 
15:15-16:15, Paper WePMP4.54 Add to My Program
Cooperating Networks to Enforce a Similarity Constraint in Paired but Unregistered Multimodal Liver Segmentation

Couteaux, VincentTélécom Paris
Trintignac, MathildeHospices Civils De Lyon
Nempont, OlivierENST
Pizaine, GuillaumePhilips
Vlachomitrou, Anna SesilaPhilips Research Paris
Valette, Pierre-JeanHospices Civils De Lyon
Milot, LaurentUniversité De Lyon, Université Lyon 1, INSA-Lyon
Bloch, IsabelleTélécom Paris
 
15:15-16:15, Paper WePMP4.55 Add to My Program
Geometric Morphology Based Irrelevant Vessels Removal for Accurate Coronary Artery Segmentation

Wang, QinThe Chinese University of Hongkong(Shenzhen) & Shenzhen Research
Zhao, WeibingThe Chinese University of Hong Kong, Shenzhen, Shenzhen Research
Yan, XuCUHK-SZ
Hui Che, HuiRutgers University
Ye, KunlinMedical Imaging Center, the First Affiliated Hospital of Jinan U
Lu, YingfengThe Chinese University of Hong Kong, Shenzhen
Li, ZhenChinese University of Hong Kong, Shenzhen
Shu Guang, CuiCUHK-SZ
 
15:15-16:15, Paper WePMP4.56 Add to My Program
DeepScribble: Interactive Pathology Image Segmentation Using Deep Neural Networks with Scribbles

Cho, SungdukKorea University
Jang, HyungjoonUlsan National Institute of Science and Technology (UNIST)
Tan, Jing WeiKorea University
Jeong, Won-KiKorea University
 
15:15-16:15, Paper WePMP4.57 Add to My Program
SA-Net: A Sequence Aware Network for the Segmentation of the Left Atrium in CINE MRI Datasets

Uslu, FatmatulzehraBursaTechnical University
Varela, MartaImperial College London
 
15:15-16:15, Paper WePMP4.58 Add to My Program
DA-GAN: Learning Structured Noise Removal in Ultrasound Volume Projection Imaging for Enhanced Spine Segmentation

Huang, ZixunThe Hong Kong Polytechnic University
Zhao, RuiThe Hong Kong Polytechnic University
Leung, Frank Hung FatThe Hong Kong Polytechnic University
Lam, Kin-ManThe Hong Kong Polytechnic University
Ling, Sai Ho, SteveUniversity of Technology Sydney
Lyu, JuanHarbin Engineering University
Banerjee, SunetraUniversity of Technology Sydney
Lee, Tin YanHong Kong Polytechnic University
Yang, DeThe Hong Kong Polytechnic University
Zheng, Yong-PingThe Hong Kong Polytechnic University
 
15:15-16:15, Paper WePMP4.59 Add to My Program
Dark Field Sensitivity in Single Mask Edge Illumination Lung Imaging

Sanctorum, JonathanUniversiteit Antwerpen
Sijbers, JanUniversity of Antwerp
De Beenhouwer, JanImec-Vision Lab, University of Antwerp
 
15:15-16:15, Paper WePMP4.60 Add to My Program
CellTrack R-CNN: A Novel End-To-End Deep Neural Network for Cell Segmentation and Tracking in Microscopy Images

Chen, YuqianThe University of Sydney
Song, YangUniversity of New South Wales
Zhang, ChaoyiThe University of Sydney
Zhang, FanHarvard Medical School
O'Donnell, LaurenBWH
Chrzanowski, WojciechUniversity of Sydney
Cai, WeidongUniversity of Sydney

 
 

 
 

 

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