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

Technical Program for Friday April 16, 2021

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FrA1  Oral Session, Room T1 Add to My Program 
Image Reconstruction & Inverse Problems  
 
Chair: Chouzenoux, EmilieInria Saclay
Co-Chair: Reader, AndrewKing's College London
 
13:00-13:06, Paper FrA1.1 Add to My Program
A Variational Model for Poisson Gaussian Joint Denoising Deconvolution

Maji, SumanIndian Institute of Technology Patna
Boulanger, JérômeMrc - Lmb
 
13:06-13:12, Paper FrA1.2 Add to My Program
Deep Image Reconstruction Using Unregistered Measurements without Groundtruth

Gan, WeijieWashington University in Saint Louis
Sun, YuWashington University in St. Louis
Eldeniz, CihatWashington University in Saint Louis
Liu, JiamingWashington University in St. Louis
An, HongyuWashington University in Saint Louis
Kamilov, UlugbekWashington University in St. Louis
 
13:12-13:18, Paper FrA1.3 Add to My Program
Deep Expectation-Maximization for Image Reconstruction from Under-Sampled Poisson Data

Lorente Mur, AntonioINSA Lyon, CREATIS
Bataille, PaulUniv Lyon, INSA-Lyon, UCB Lyon 1, CNRS, Inserm, CREATIS UMR 5220,
Peyrin, FrancoiseUniversité De Lyon, CNRS UMR 5220, INSERM U1206, INSA Lyon
Ducros, NicolasUniv. Lyon, CREATIS
 
13:18-13:24, Paper FrA1.4 Add to My Program
Dictionary-Based Background Signal Estimation for Magnetic Particle Imaging

Knopp, TobiasUniversity Medical Center Hamburg-Eppendorf
Grosser, MircoUniversity Medical Center Hamburg-Eppendorf
Graeser, MatthiasUniversity Medical Center Hamburg-Eppendorf, Section for Biomedi
Gerkmann, TimoUniversity Hamburg, Signal Processing Group
Möddel, MartinUniversity Medical Center Hamburg-Eppendorf
 
13:24-13:30, Paper FrA1.5 Add to My Program
DeepBlur: Blind Identification of Space Variant PSF

Debarnot, ValentinITAV, CNRS
Weiss, PierreItav, Ums 3039
 
FrA2  Oral Session, Room T2 Add to My Program 
Unsupervised & Weakly Supervised Learning  
 
Chair: Sladoje, NatašaCentre for Image Analysis, Uppsala University
Co-Chair: Kadoury, SamuelPolytechnique Montreal
 
13:00-13:06, Paper FrA2.1 Add to My Program
On Self-Supervised Multi-Modal Representation Learning: An Application to Alzheimer's Disease

Fedorov, AlexGeorgia Institute of Technology
Wu, LeiGeorgia State University
Sylvain, TristanMila
Luck, MargauxMila
DeRamus, ThomasTri-Institutional Center for Translational Research in Neuroimag
Bleklov, DmitryNo Affilation
Plis, Sergey M.Tri-Institutional Center for Translational Research in Neuroimag
Calhoun, Vince DTri-Institutional Center for Translational Research in Neuroimag
 
13:06-13:12, Paper FrA2.2 Add to My Program
Liver Fibrosis and NAS Scoring from CT Images Using Self-Supervised Learning and Texture Encoding

Jana, AnanyaRutgers University
Qu, HuiRutgers University
Minacapelli, CarlosRutgers, Robert Wood Johnson Medical School
Catalano, CarolynRutgers, Robert Wood Johnson Medical School
Rustgi, VinodRutgers University
Metaxas, DimitrisRutgers University
 
13:12-13:18, Paper FrA2.3 Add to My Program
Point-Supervised Segmentation of Microscopy Images and Volumes Via Objectness Regularization

Li, ShijieNYU Tandon School of Engineering, Department of Computer Science
Dey, NeelNYU Tandon School of Engineering
Bermond, KatharinaLudwigshafen Hospital, Department of Ophthalmology
von der Emde, LeonUniversity Hospital Bonn
Curcio, ChristineUniversity of Alabama at Birmingham
Ach, ThomasUniversity Hospital Bonn
Gerig, GuidoNYU Tandon School of Engineering
 
13:18-13:24, Paper FrA2.4 Add to My Program
Fast, Self Supervised, Fully Convolutional Color Normalization of H&e Stained Images

Patil, AbhijeetIndian Institute of Technology, Bombay
Talha, Mohd.Indian Institute of Technology, Bombay
Bhatia, AniketIndian Institute of Technology, Bombay
Kurian, Nikhil CherianIndian Institute of Technology, Bombay
Mangale, SammedIndian Institute of Technology, Bombay
Patel, SunilNvidia
Sethi, AmitIndian Institute of Technology Bombay
 
13:24-13:30, Paper FrA2.5 Add to My Program
Unsupervised Clustering of Airway Tree Structures on High-Resolution CT: The MESA Lung Study

Wysoczanski, ArturColumbia University
Angelini, ElsaImperial NIHR BRC, Imperial College London
Smith, Benjamin M.Department of Medicine, College of Physicians and Surgeons, Colu
Hoffman, EricUniversity of Iowa
Hiura, GrantColumbia University Irving Medical Center
Sun, YifeiColumbia University
Barr, R. GrahamColumbia University Medical Center
Laine, Andrew F.Columbia University
 
FrA3  Oral Session, Room T3 Add to My Program 
Functional Neuroimaging  
 
Chair: Guevara, PamelaUniversidad De Concepción
Co-Chair: Auzias, GuillaumeAix Marseille Univ, CNRS
 
13:00-13:06, Paper FrA3.1 Add to My Program
Discovering Unprecedented Heuristics for Hub Identification by Joint Graph Embedding and Reinforcement Learning

Kim, MinjeongUniversity of North Carolina at Greensboro
Yang, DefuHangzhou Dianzi University
Wu, GuorongUniversity of North Carolina at Chapel Hill
 
13:06-13:12, Paper FrA3.2 Add to My Program
3-Way Parallel Fusion of Spatial (smri/dmri) and Spatio-Temporal (fmri) Data with Application to Schizophrenia

Qi, ShileTri-Institutional Center for Translational Research in Neuroimag
Plis, SergeyLos Alamos National Laboratory
Miller, RobynThe Mind Research Network
Silva, Rogers FGeorgia State University
Vergara, Victor ManuelThe Mind Research Network
Jiang, RongtaoInstitute of Automation, Chinese Academy of Sciences
Zhi, DongmeiInstitute of Automation, Chinese Academy of Sciences, Beijing
Sui, JingInstitute of Automation, Chinese Academy of Science
Calhoun, VinceGeorgia State University
 
13:12-13:18, Paper FrA3.3 Add to My Program
A Multilayer Maximum Spanning Tree Kernel for Brain Networks

Wang, XiaoxinNanjing University of Aeronautics and Astronautics
Xuyun, WenNanjing University of Aeronautics and Astronautics
Ma, KaiNanjing University of Aeronautics and Astronautics
Zhang, DaoqiangNanjing University of Aeronautics and Astronautics
 
13:18-13:24, Paper FrA3.4 Add to My Program
Characterization of Spatial Dynamics of fMRI Data in White Matter Using Diffusion-Informed White Matter Harmonics

Behjat, HamidLund University
Aganj, ImanMartinos Center, MGH, Harvard
Abramian, DavidLinköping University
Eklund, AndersLinköping University
Westin, Carl-FredrikBrigham and Women's Hosptial, Harvard Medical School
 
13:24-13:30, Paper FrA3.5 Add to My Program
A New Semi-Supervised Non-Negative Matrix Factorization Method for Brain Dynamic Functional Connectivity Analysis

Du, YuhuiShanxi University
He, XingyuShanxi University
Calhoun, VinceGeorgia State University
 
FrB1  Oral Session, Room T1 Add to My Program 
Optical Coherence Tomography (OCT)  
 
Chair: Magnain, CarolineMassachusetts General Hospital / Harvard Medical School
Co-Chair: Sheet, DebdootIndian Institute of Technology Kharagpur
 
13:30-13:36, Paper FrB1.1 Add to My Program
Dueling Deep Q-Network for Unsupervised Inter-Frame Eye Movement Correction in Optical Coherence Tomography Volumes

George Yasmeen, YasmeenML/DL and Image Analytics Researcher
Sedai, SumanIBM Research Australia
Antony, BhavnaIBM Research
Ishikawa, HiroshiNew York University
Wollstein, GadiDepartment of Ophthalmology, New York University
Schuman, Joel S.NYU Langone Health, NYU School of Medicine
Garnavi, RahilIBM Research Australia
 
13:36-13:42, Paper FrB1.2 Add to My Program
Hybrid 3d-2d Deep Learning for Detection of Neovascular Age-Related Macular Degeneration Using Optical Coherence Tomography B-Scans and Angiography Volumes

Thakoor, KaveriColumbia University
Bordbar, DariusColumbia University Irving Medical Center
Yao, JiaangColumbia University
Moussa, OmarColumbia University
Chen, RoyceColumbia Univeristy Irving Medical Center
Sajda, PaulColumbia University
 
13:42-13:48, Paper FrB1.3 Add to My Program
Blind Source Separation in Dynamic Cell Imaging Using Non-Negative Matrix Factorization Applied to Breast Cancer Biopsies

Mandache, DianaInstitut Pasteur
Benoit, EmilieLLTech
Olivo-Marin, Jean-ChristopheInstitut Pasteur
Meas-Yedid, VannaryInstitut Pasteur
 
13:48-13:54, Paper FrB1.4 Add to My Program
3D Vessel Reconstruction in OCT-Angiography Via Depth Map Estimation

Yu, ShuaiCixi Institute of Biomedical Engineering, Chinese Academy of Sci
Xie, JianyangNingbo Institute of Materials Technology and Engineering, Chines
Hao, JinkuiCixi Institute of Biomedical Engineering, Chinese Academy of Sci
Zheng, YalinUniversity of Liverpool
Zhang, JiongEindhoven University of Technology
Hu, YanSouthern University of Science and Technology
Liu, JiangSouthern University of Science and Technology
Zhao, YitianChinese Academy of Sciences
 
13:54-14:00, Paper FrB1.5 Add to My Program
Memory-Assisted Dual-End Adaptation Network for Choroid Segmentation in Multi-Domain Optical Coherence Tomography

Chai, ZhenjieShanghaitech University
Yang, JianlongCixi Institute of Biomedical Engineering, Chinese Academy of Sci
Zhou, KangShanghaiTech University
Chen, ZhiFudan University Eye and ENT Hospital
Zhao, YitianChinese Academy of Sciences
Gao, ShenghuaShanghaiTech University
Liu, JiangSouthern University of Science and Technology
 
FrB2  Oral Session, Room T2 Add to My Program 
X-Ray Planar Imaging  
 
Chair: Ge, WangRensselaer Polytechnic Institute
Co-Chair: Nickisch, HannesPhilips Research, Hamburg, Germany
 
13:30-13:36, Paper FrB2.1 Add to My Program
A Relational-Learning Perspective to Multi-Label Chest X-Ray Classification

Sekuboyina, Anjany KumarTechnical University of Munich
Ońoro-Rubio, DanielNEC Laboratories Europe
Kleesiek, JensUniversity Hospital Essen
Malone, BrandonNEC Laboratories Europe
 
13:36-13:42, Paper FrB2.2 Add to My Program
Confidence-Guided Learning for Breast Density Classification

Park, Sun YoungIBM
Sargent, DustinIBM Watson Health
Richmond, DavidIBM Watson Health
 
13:42-13:48, Paper FrB2.3 Add to My Program
Two-Stage Multi-Scale Mass Segmentation from Full Mammograms

Yan, YutongIMT Atlantique, LaTIM
Conze, Pierre-HenriIMT Atlantique, LaTIM
Quellec, GwenoleInserm
Lamard, MathieuUniversité De Bretagne Occidentale
Cochener, BéatriceCHU Morvan
Coatrieux, GouenouInstitut Telecom - Telecom Bretagne - Inserm
 
13:48-13:54, Paper FrB2.4 Add to My Program
Self-Taught Semi-Supervised Anomaly Detection on Upper Limb X-Rays

Spahr, AntoineEPFL
Bozorgtabar, BehzadEPFL
Thiran, Jean-PhilippeEcole Polytechnique Fédérale De Lausanne (EPFL)
 
13:54-14:00, Paper FrB2.5 Add to My Program
Pneumoperitoneum Detection in Chest X-Ray by a Deep Learning Ensemble with Model Explainability

Sainz de Cea, Maria VictoriaIBM
Gruen, DavidIBM
Richmond, DavidIBM Watson Health
 
FrB3  Oral Session, Room T3 Add to My Program 
Multi-Modality Fusion  
 
Chair: Gonzalez Ballester, Miguel AngelICREA & Universitat Pompeu Fabra
Co-Chair: Kouamé, DenisUniversité De Toulouse III, IRIT UMR CNRS 5505
 
13:30-13:36, Paper FrB3.1 Add to My Program
Tissue Motion Estimation of Contrast Enhanced Ultrasound Images with a Stable Principal Component Pursuit

Piepenbrock, MarionRuhr University Bochum
Dencks, StefanieRuhr University Bochum
Schmitz, GeorgRuhr-Universität Bochum
 
13:36-13:42, Paper FrB3.2 Add to My Program
Multi-Modal Learning from Video, Eye Tracking, and Pupillometry for Operator Skill Characterization in Clinical Fetal Ultrasound

Sharma, HarshitaUniversity of Oxford
Drukker, LiorUniversity of Oxford
Papageorghiou, ArisNuffield Department of Obstetrics and Gynaecology, John Ra
Noble, J AlisonUniversity of Oxford
 
13:42-13:48, Paper FrB3.3 Add to My Program
SLAKE: A Semantically-Labeled Knowledge-Enhanced Dataset for Medical Visual Question Answering

Liu, BoThe Hong Kong Polytechnic University
Zhan, Li-MingThe Hong Kong Polytechnic University
Xu, LiThe Hong Kong Polytechnic University
Ma, LinWest China Hospital of Sichuan University
Yang, YanSichuan Provincial People's Hospital
Wu, Xiao-MingThe Hong Kong Polytechnic University
 
13:48-13:54, Paper FrB3.4 Add to My Program
Ccx-Raynet: A Class Conditioned Convolutional Neural Network for Biplanar X-Rays to Ct Volume

Ratul, Md. AminurUniversity of Ottawa
Yuan, KunUniversity of Ottawa
Lee, WonSookUniversity of Ottawa
 
13:54-14:00, Paper FrB3.5 Add to My Program
Unimodal Cyclic Regularization for Training Multimodal Image Registration Networks

Xu, ZheTsinghua University; Harvard Medical School
Yan, JiangpengTsinghua University
Luo, JieHarvard Medical School
Wells, WilliamHarvard Medical School
Li, XiuTsinghua University
Jayender, JagadeesanHarvard Medical School, Brigham and Women's Hospital
 
FrAMP4  Poster Session, Room T4 Add to My Program 
Poster Session 5  
 
Chair: Rohde, GustavoUniversity of Virginia
Co-Chair: Vercauteren, TomKing's College London
 
13:00-14:00, Paper FrAMP4.1 Add to My Program
A COVID-19 Patient Severity Stratification Using a 3D Convolutional Strategy on CT-Scans

Rodríguez, JeffersonUniversidad Industrial De Santander
Romo-Bucheli, DavidUniversidad Industrial De Santander
Sierra, FranklinBiomedical Imaging, Vision and Learning Laboratory (BivL2ab). Un
Valenzuela, DianaFOSCAL
Valenzuela, CarolinaFOSCAL
Vasquez, LinaFOSCAL
Camacho, PaúlFOSCAL
Mantilla, DanielFOSCAL
Martinez, FabioUniversidad Industrial De Santander
 
13:00-14:00, Paper FrAMP4.2 Add to My Program
Statistical Shape and Pose Model of the Forearm for Custom Splint Design

Danckaers, FemkeImec - Vision Lab, University of Antwerp
Van Houtte, JeroenUniversity of Antwerp
Booth, Brian G.University of Antwerp
Verstreken, FrederikAZ Monica Hospital
Sijbers, JanUniversity of Antwerp
 
13:00-14:00, Paper FrAMP4.3 Add to My Program
Single Image Super-Resolution of Noisy 3D Dental CT Images Using Tucker Decomposition

Hatvani, JankaPázmány Péter Catholic University
Michetti, JérômeUniversity of Toulouse
Basarab, AdrianUniversité De Toulouse
Gyöngy, MiklósPázmány Péter Catholic University
Kouamé, DenisUniversité De Toulouse III, IRIT UMR CNRS 5505
 
13:00-14:00, Paper FrAMP4.4 Add to My Program
Defending against Adversarial Attacks on Medical Imaging AI System, Classification or Detection?

Li, XinWayne State University
Pan, DengWayne State University
Zhu, DongxiaoWayne State University
 
13:00-14:00, Paper FrAMP4.5 Add to My Program
Robust Foveal Avascular Zone Segmentation and Anatomical Feature Extraction from OCT-A Handling Inter-Expert Variability

Jabour, CharlesUniv Lyon, INSA‐Lyon, Université Claude Bernard Lyon 1, UJ
Garcia, DamienINSERM
Mathis, Thibaud1. Service d'Ophtalmologie, Hôpital Universitaire De La Croix-Ro
Loria, Olivier1. Service d'Ophtalmologie, Hôpital Universitaire De La Croix-Ro
Rochepeau, CédricService d'Ophtalmologie, Hôpital Edouard Herriot , Hospices Civi
Harbaoui, Brahim1. CREATIS UMR 5220, U1206, F‐69100, LYON, France 2. Croix
Lantelme, Pierre1. CREATIS UMR 5220, U1206, F‐69100, LYON, France 2. Croix
Vray, DidierInsa-Lyon, Cnrs Umr5220, Inserm U630
Merveille, OdysséeCreatis / INSA Lyon
 
13:00-14:00, Paper FrAMP4.6 Add to My Program
A Structural Saliency-Based Approach for Automatic Intrahepatic Vascular Separation from Contrast-Enhanced Multi-Phase MR Images

Guo, QingBeijing Institute of Technology
Song, HongBeijing Institute of Technology
Fan, JingfanBeijing Institute of Technology
Ai, DanniBeijing Institute of Technology
Yang, JianBeijing Institute of Technology
Gao, YuanjinChinese PLA General Hospital
 
13:00-14:00, Paper FrAMP4.7 Add to My Program
Thyroid Cancer Computer-Aided Diagnosis System Using MRI-Based Multi-Input CNN Model

Naglah, AhmedUniversity of Louisville
Khalifa, FahmiMansoura University
Khaled, ReemMansoura University
Abdel Razek, AhmedMansoura University
El-baz, AymanUniversity of Louisville
 
13:00-14:00, Paper FrAMP4.8 Add to My Program
Molecule Classification Using Visualization and Convolutional Neural Network

Lakatos, IstvanUniversity of Debrecen
Hajdu, AndrasUniversity of Debrecen
Harangi, BalazsUniversity of Debrecen
 
13:00-14:00, Paper FrAMP4.9 Add to My Program
Analysis of Brain Functional Connectivity by Frequent Pattern Mining in Graphs. Application to the Characterization of Murine Models

Leborgne, AurélieICube
Le Ber, FlorenceUniversité De Strasbourg / ENGEES
Degiorgis, LaetitiaICube Laboratory, Unistra
Harsan, Laura-AdelaUniversity of Strasbourg, ICube Laboratory
Marc-Zwecker, StellaICube Laboratory - University of Strasbourg
Noblet, VincentICube, University of Strasbourg, CNRS
 
13:00-14:00, Paper FrAMP4.10 Add to My Program
Ghost-Light-3dnet: Efficient Network for Heart Segmentation

Cai, BinHefei Institute of Physical Science, Chinese Academy of Sciences
Cheng, ErkangInstitute of Intelligent Machines
Liang, PengpengZhengzhou University
Xiong, ChiThe First Affiliated Hospital of USTC, Division of Life Sciences
Sun, ZhiyongInstitute of Intelligent Machines, Hefei Institute of Physical S
Zhang, QiangHefei Institute of Physical Science, Chinese Academy of Sciences
Song, BoHefei Institutes of Physical Science, Chinese Academy of Science
 
13:00-14:00, Paper FrAMP4.11 Add to My Program
Mri Contrast Enhancement of Magnetization Prepared Steady State Sequence: An Optimal Control Framework

Vernier, BenoitSiemens Healthineers CREATIS
Van Reeth, EricCreatis
Pilleul, FrankUniversité De Lyon, Université Lyon 1, INSA-Lyon
Beuf, OlivierUniv Lyon, INSA-Lyon, Université Claude Bernard Lyon 1, UJM-Sain
Ratiney, HeleneUniversité De Lyon, INSA Lyon, Université Claude Bernard Lyon 1,
 
13:00-14:00, Paper FrAMP4.12 Add to My Program
DOPNet: Densely Oriented Pooling Network for Medical Image Segmentation

Gridach, MouradHigh Institute of Technology, Ibn Zohr University
Voiculescu, IrinaUniversity of Oxford
 
13:00-14:00, Paper FrAMP4.13 Add to My Program
A CAD System for Accurate Diagnosis of Bladder Cancer Staging Using a Multiparametric MRI

Hammouda, KamalBioengineering Department, University of Louisville
Khalifa, FahmiMansoura University
Soliman, AhmedUniversity of Louisville
Ghazal, MohammedAbu Dhabi University
Abou El-Ghar, MohamedMansoura University
Badawy, MohamedMansoura University
Darwish, HannanMansoura University
El-baz, AymanUniversity of Louisville
 
13:00-14:00, Paper FrAMP4.14 Add to My Program
Network Embedding for Brain Connectivity

Carboni, LucreziaUniversité Grenoble Alpes
Achard, SophieLJK, CNRS, Inria, Grenoble-INP, Grenoble, France
Dojat, MichelINSERM U1216
 
13:00-14:00, Paper FrAMP4.15 Add to My Program
A Low Rank and Sparse Paradigm Free Mapping Algorithm for Deconvolution of fMRI Data

Uruńuela, EnekoBasque Center on Cognition, Brain and Language
Moia, StefanoBasque Center on Cognition, Brain and Langauge
Caballero Gaudes, CesarBasque Center on Cognition, Brain and Language
 
13:00-14:00, Paper FrAMP4.16 Add to My Program
Representative Region Based Active Learning for Histological Classification of Colorectal Cancer

Shen, YiqingShanghai Jiao Tong University
Ke, JingShanghai Jiao Tong Univeristy
 
13:00-14:00, Paper FrAMP4.17 Add to My Program
Machine Learning Framework for Fully Automatic Quality Checking of Rigid and Affine Registrations in Big Data Brain MRI

Tummala, SudhakarVelagapudi Ramakrishna Siddhartha Engineering College
Focke, NielsUniversity Medical Center, Goettingen, Germany
 
13:00-14:00, Paper FrAMP4.18 Add to My Program
Unsupervised Deep Learning for Accelerated High Quality Echocardiography

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
 
13:00-14:00, Paper FrAMP4.19 Add to My Program
Harmonization Centered Ensemble for Small and Highly Imbalanced Medical Data Classification

Li, JiaruThe University of Sydney
Xin, BowenUniversity of Sydney
Yang, ZiyiDepartment of Nuclear Medicine, Fudan University Shanghai Cancer
Xu, JunyanDepartment of Nuclear Medicine, Fudan University Shanghai Cancer
Song, ShaoliShanghai Jiao Tong University
Wang, XiuyingThe University of Sydney
 
13:00-14:00, Paper FrAMP4.20 Add to My Program
Medical Image Enhancement for Lesion Detection Based on Class-Aware Attention and Deep Colorization

Guo, JiachangBaidu Inc
Chen, JunBaidu Inc
Lu, ChaoBaidu Inc
Huang, HaifengBaidu Inc
 
13:00-14:00, Paper FrAMP4.21 Add to My Program
Weighted-CEL0 Sparse Regularisation for Molecule Localisation in Super-Resolution Microscopy with Poisson Data

Lazzaretti, MartaUniversitŕ Degli Studi Di Genova
Calatroni, LucaCnrs, Uca, Inria, I3s
Estatico, ClaudioUniversity of Genoa
 
13:00-14:00, Paper FrAMP4.22 Add to My Program
How Do Different Tasks Influence Each Other's Learning? Case Study in Dermoscopic Images

Talavera-Martínez, LidiaUniversity of the Balearic Islands
Bibiloni, PedroUniversity of the Balearic Islands
González-Hidalgo, ManuelUniversity of the Balearic Islands
 
13:00-14:00, Paper FrAMP4.23 Add to My Program
Deep Learning Based Fetal Face Detection and Visualization in Prenatal Ultrasound

Singh, TejalSamsung Research Institute Bangalore
Kudavelly, Srinivas RaoSamsung R&D Institute - India
Kadimesetty, Venkata SuryanarayanaSamsung R&D Institute India, Bangalore
 
13:00-14:00, Paper FrAMP4.24 Add to My Program
Anomaly Detection through Latent Space Restoration Using Vector Quantized Variational Autoencoders

Naval Marimont, SergioCity, University of London
Tarroni, GiacomoCity, University of London
 
13:00-14:00, Paper FrAMP4.25 Add to My Program
A Novel Weakly Supervised Framework Based on Noisy-Label Learning for Madical Image Segmentation

Wu, HaoyangUniversity of Electronic Science and Technology of China
Wang, HuanUniversity of Electronic Science and Technology of China, Chengd
He, HaoUniversity of Electronic Science and Technology of China
He, ZixiaoUniversity of Electronic Science and Technology of China
Wang, GuotaiUniversity of Electronic Science and Technology of China (UESTC)
 
13:00-14:00, Paper FrAMP4.26 Add to My Program
Automatic Size and Pose Homogenization with Spatial Transformer Network to Improve and Accelerate Pediatric Segmentation

La Barbera, GiammarcoTelecom Paris
Gori, PietroLTCI, Telecom ParisTech, University Paris-Saclay, Paris, France
Boussaid, HaithemPhilips Research Paris
Belucci, BrunoTelecom Paris
Delmonte, AlessandroIMAG2 Laboratory, Imagine Institute, Paris, France
Goulin, JeanneIMAG2, Imagine Institute, Universite De Paris, France
Sarnacki, SabineDepartment of Paediatric Surgery, Necker-Enfants Malades Hospita
Rouet, LaurencePhilips Research Paris,
Bloch, IsabelleTélécom Paris
 
13:00-14:00, Paper FrAMP4.27 Add to My Program
MGA-NET: Multi-Scale Guided Attention Models for an Automated Diagnosis of Idiopathic Pulmonary Fibrosis (IPF)

Yu, WenxiUniversity of California, Los Angeles
Zhou, HuaUniversity of California, Los Angeles
Choi, YoungwonSeoul National University
Goldin, Jonathan G.University of California, Los Angeles
Kim, Grace HyunUniversity of California, Los Angeles
 
13:00-14:00, Paper FrAMP4.28 Add to My Program
3D Unsupervised Kidney Graft Segmentation Based on Deep Learning and Multi-Sequence MRI

Milecki, LeoMathématiques Et Informatique Pour La Complexité Et Les Systčmes
Bodard, SylvainDepartment of Adult Radiology, Paris University and Necker Unive
Correas, Jean-MichelDepartment of Adult Radiology, Paris University and Necker Unive
Timsit, Marc-OlivierDepartment of Urology, Paris University and Hôpital Européen Geo
Vakalopoulou, MariaCentraleSupelec
 
13:00-14:00, Paper FrAMP4.29 Add to My Program
Detection of Replication Forks in EM Images Using Faster R-CNN

Zhao, WeiErasmus University Medical Center Rotterdam
Eleni Marilena, ManoliaErasmus University Medical Center Rotterdam
Chaudhuri, Arnab RayErasmus University Medical Center Rotterdam
Smal, IhorErasmus MC - University Medical Center Rotterdam
 
13:00-14:00, Paper FrAMP4.30 Add to My Program
Deep Self-Reconstruction Sparse Canonical Correlation Analysis for Brain Imaging Genetics

Wang, MeilingNanjing University of Aeronautics and Astronautics
Shao, WeiNanjing University of Aeronautics and Astronautics
Huang, ShuoNanjing University of Aeronautics and Astronautics
Zhang, DaoqiangNanjing University of Aeronautics and Astronautics
 
13:00-14:00, Paper FrAMP4.31 Add to My Program
Multi-Channel Sparse Graph Transformer Network for Early Alzheimer's Disease Identification

Qiu, YaliShenzhen University
Yu, ShuangzhiShenzhen University
Zhou, YanhongShenzhen University
Liu, DongdongShenzhen University
Xuegang, SongShenzhen University
Wang, TianfuShenzhen University
Lei, BaiyingShenzhen University
 
13:00-14:00, Paper FrAMP4.32 Add to My Program
Dual-Term Loss Function for Shape-Aware Medical Image Segmentation

Huang, QuanweiTsinghua University
Zhou, YuezhiTsinghua University
Tao, LinmiTsinghua University
 
13:00-14:00, Paper FrAMP4.33 Add to My Program
Pediatric Hydronephrosis Severity Assessment Using Convolutional Neural Networks with Standardized Ultrasound Images

Roshanitabrizi, PoonehChildren's National Health System
Zember, JonathanChildren’s National Health System
Bruce, SpragueChildren's National Health System
Hoefer, StevenChildren's National Health System
Sanchez-Jacob, RamonChildren's National Health System
Jago, JamesPhilips Healthcare
Dorothy, BulasChildren's National Health System
Pohl, Hans G.Children’s National Health System
Linguraru, Marius GeorgeChildren's National Health System
 
13:00-14:00, Paper FrAMP4.34 Add to My Program
Joint Learning for Deformable Registration and Malignancy Classification of Lung Nodules

Ghazipour, AryanUniversity of Louisville
Veasey, BenjaminUniversity of Louisville
Seow, AlbertUniversity of Louisville
Amini, AmirUniversity of Louisville
 
13:00-14:00, Paper FrAMP4.35 Add to My Program
UVTomo-Gan: An Adversarial Learning Based Approach for Unknown View X-Ray Tomographic Reconstruction

Zehni, MonaUniversity of Illinois at Urbana-Champaign
Zhao, ZhizhenUniversity of Illinois at Urbana-Champaign
 
13:00-14:00, Paper FrAMP4.36 Add to My Program
Learning Multi-Modal Volumetric Prostate Registration with Weak Inter-Subject Spatial Correspondence

Bashkanov, OleksiiFaculty of Computer Science & Research Campus STIMULATE, Univers
Meyer, AnnekeUniversity of Magdeburg
Schindele, DanielUniversity Hospital Magdeburg
Schostak, MartinUniversity Hospital Magdeburg
Toennies, KlausOtto-Von-Guericke University
Hansen, ChristianOtto-Von-Guericke-University
Rak, MarkoUniversity of Magdeburg
 
13:00-14:00, Paper FrAMP4.37 Add to My Program
Statelets: A Novel Multi-Dimensional State-Shape Representation of Brain Functional Connectivity Dynamics

Rahaman, Md AbdurGeorgia Institute of Technology
Damaraju, EswarTri-Institutional Center for Translational Research in Neuroimag
Saha, Debbrata KumarGeorgia Institute of Technology
Calhoun, Vince DTri-Institutional Center for Translational Research in Neuroimag
Plis, Sergey M.Tri-Institutional Center for Translational Research in Neuroimag
 
13:00-14:00, Paper FrAMP4.38 Add to My Program
Histopathology Image Registration by Integrated Texture and Spatial Proximity Based Landmark Selection and Modification

Liu, PangpangGeorgia State University
Wang, FushengStony Brook University
Teodoro, GeorgeUniversity of Brasilia
Kong, JunGeorgia State University
 
13:00-14:00, Paper FrAMP4.39 Add to My Program
Uncertainty-Based Method for Improving Poorly Labeled Segmentation Datasets

Redekop, EkaterinaPhilips AI Research
Chernyavskiy, AlexeyPhilips AI Research
 
13:00-14:00, Paper FrAMP4.40 Add to My Program
Deep Semi-Supervised Bias Field Correction of MR Images

Goldfryd, TalBen Gurion University of the Negev
Gordon, ShiriBen Gurion University
Riklin Raviv, TammyBen-Gurion University
 
13:00-14:00, Paper FrAMP4.41 Add to My Program
Fourth Order Nonlocal Tensor Decomposition Model for Spectral Computed Tomography

Chen, XiangSichuan University
Xia, WenjunSichuan University
Liu, YanSichuan University
Chen, HuSichuan University
Zhou, JiliuUniversity
Zhang, YiSichuan University
 
13:00-14:00, Paper FrAMP4.42 Add to My Program
Calibrationless MRI Reconstruction with a Plug-In Denoiser

Zhao, ShenThe Ohio State University
Potter, LeeThe Ohio State University, Dept Electrical & ComputerEngineerin
Ahmad, RizwanOhio State University
 
13:00-14:00, Paper FrAMP4.43 Add to My Program
Ground-Truth Free Multi-Mask Self-Supervised Physics-Guided Deep Learning in Highly Accelerated MRI

Yaman, BurhaneddinUniversity of Minnesota
Hosseini, Seyed Amir HosseinUniversity of Minnesota
Moeller, SteenUniversity of Minnesota
Ellermann, JuttaUniversity of Minnesota
Ugurbil, KamilUniversity of Minnesota
Akcakaya, MehmetUniversity of Minnesota
 
13:00-14:00, Paper FrAMP4.44 Add to My Program
AdaSAN: Adaptive Cosine Similarity Self-Attention Network for Gastrointestinal Endoscopy Image Classification

Zhao, QianTsinghua University
Yang, WenmingTsinghua University
Liao, QingminTsinghua University
 
13:00-14:00, Paper FrAMP4.45 Add to My Program
Reliability of Functional Connectivity Measures in Resting-State Test-Retest fMRI Data

Boscolo Galazzo, IlariaUniversity of Verona
Paolini, EdoardoUniversity of Verona
Endrizzi, WalterUniversity of Verona
Zumerle, FrancescoUniversity of Verona
Menegaz, GloriaUniversity of Verona
Storti, Silvia FrancescaUniversity of Verona
 
13:00-14:00, Paper FrAMP4.46 Add to My Program
Magnification Generalization for Histopathology Image Embedding

Sikaroudi, MiladKimia Lab, University of Waterloo
Ghojogh, BenyaminDepartment of Electrical and Computer Engineering, University Of
Karray, FakhreddineUniversity of Waterloo
Crowley, MarkDepartment of Electrical and Computer Engineering, University Of
Tizhoosh, Hamid RezaUniversity of Waterloo
 
13:00-14:00, Paper FrAMP4.47 Add to My Program
A Min-Max Based Hyperparameter Estimation for Domain-Adapted Segmentation of Amoeboid Cells

Mukherjee, SuvadipInstitut Pasteur
Sarkar, RituparnaInstitut Pasteur
Labruyere, ElisabethInstitut Pasteur
Olivo-Marin, Jean-ChristopheInstitut Pasteur
 
13:00-14:00, Paper FrAMP4.48 Add to My Program
Adaptive Transfer Learning to Enhance Domain Transfer in Brain Tumor Segmentation

Liqiang, YuanNanyang Technical University
Erdt, MariusFraunhofer Singapore
Wang, LipoNanyang Technological UNiversity
 
13:00-14:00, Paper FrAMP4.49 Add to My Program
Unsupervised Anomaly Detection in Digital Pathology Using GANs

Pocevičiūtė, MildaLinköping University
Eilertsen, GabrielLinköping University
Lundström, ClaesLinköping University
 
13:00-14:00, Paper FrAMP4.50 Add to My Program
A Novel Framework for Accurate and Non-Invasive Pulmonary Nodule Diagnosis by Integrating Texture and Contour Descriptors

Shaffie, AhmedUniversity of Louisville
Soliman, AhmedUniversity of Louisville
Abu Khalifeh, HadilAbu Dhabi University
Ghazal, MohammedAbu Dhabi University
Taher, FatmaElectrical and Computer Engineering Department, Khalifa Universi
Elmaghraby, AdelUniversity of Louisville
El-baz, AymanUniversity of Louisville
 
13:00-14:00, Paper FrAMP4.51 Add to My Program
Colonoscopic Image Synthesis for Polyp Detector Enhancement Via Gan and Adversarial Training

He, FanShanghai Jiao Tong University
Chen, SizheShanghai Jiao Tong University
Li, ShuaiyiShanghai Jiao Tong University
Zhou, LuDigestive Endoscopy Center, Tongren Hospital, Shanghai Jiao Tong
Zhang, HaiqinDigestive Endoscopy Center, Tongren Hospital, Shanghai Jiao Tong
Peng, HaixiaEndoscopy Center, Tongren Hospital, Shanghai Jiao Tong Universit
Huang, XiaolinShanghai Jiao Tong University
 
13:00-14:00, Paper FrAMP4.52 Add to My Program
Graphic: Graph-Based Hierarchical Clustering for Single-Molecule Localization Microscopy

Pourya, MehrsaSharif University of Technology
Aziznejad, ShayanEcole Polytechnique Federale De Lausanne
Unser, MichaelEPFL
Sage, DanielEcole Polytechnique Federale De Lausanne (EPFL)
 
13:00-14:00, Paper FrAMP4.53 Add to My Program
Joint Coronary Centerline Extraction and Lumen Segmentation from CCTA Using CNNTracker and Vascular Graph Convolutional Network

Gao, RuochenUniversity of Chinese Academy of Sciences
Hou, ZhihuiFuwai Hospital
Li, JunInstitute of Computing Technology, Chinese Academy of Sciences
Han, HuInstitute of Computing Technology, CAS
Lu, BinFuwai Hospital
Zhou, S. KevinInstitute of Computing Technology, Chinese Academy of Sciences
 
13:00-14:00, Paper FrAMP4.54 Add to My Program
Deep Networks to Automatically Detect Late-Activating Regions of the Heart

Xing, JiaruiUniversity of Virginia
Ghadimi, SonaUniversity of Virginia
Abdi, MohamadUniversity of Virginia
Bilchick, KennethUniversity of Virginia Health System
Epstein, FrederickUniversity of Virginia
Zhang, MiaomiaoUniversity of Virginia
 
13:00-14:00, Paper FrAMP4.55 Add to My Program
Fast High Resolution Blood Flow Estimation and Clutter Rejection Via an Alternating Optimization Problem

Pham, Duong HungIRIT Laboratory
Basarab, AdrianUniversité De Toulouse
Remenieras, Jean-PierreUniversity of Tours
Rodriguez, PaulPonitificia Universidad Catolica Del Peru
Kouamé, DenisUniversité De Toulouse III, IRIT UMR CNRS 5505
 
13:00-14:00, Paper FrAMP4.56 Add to My Program
Deep Sequential Learning for Cervical Spine Fracture Detection on Computed Tomography Imaging

Salehinejad, HojjatUniversity of Toronto
Ho, EdwardUnity Health Toronto
Lin, Hui-MingUnity Health Toronto
Crivellaro, PriscilaUnity Health Toronto
Samorodova, OleksandraUnity Health Toronto
Tafur Arciniegas, MonicaUnity Health Toronto
Merali, ZamirUnity Health Toronto
Suthiphosuwan, SuradechUnity Health Toronto
Bharatha, AdityaUnity Health Toronto
Yeom, KristenStanford University
Mamdani, MuhammadUnity Health Toronto
Wilson, JeffersonUnity Health Toronto
Colak, ErrolUnity Health Toronto
 
13:00-14:00, Paper FrAMP4.57 Add to My Program
Improving Prostate Whole Gland Segmentation in T2-Weighted MRI with Synthetically Generated Data

Fernandez-Quilez, AlvaroUniversity of Stavanger, Norway and Stavanger University Hospita
Valle Larsen, SteinarDepartment of Electrical Engineering and Computer Science, Unive
Goodwin, MortenDepartment of ICT, University of Agder, Grimstad, Norway
Gulsrud, Thor OleUniversity of Stavanger
Reidar Kjosavik, SveinGeneral Practice and Care Coordination Research Group, Stavanger
Oppedal, KetilUniversity of Stavanger
 
13:00-14:00, Paper FrAMP4.58 Add to My Program
Embedded Regularization for Classification of Colposcopic Images

Albuquerque, ToméINESC TEC
Cardoso, Jaime S.INESC TEC
 
13:00-14:00, Paper FrAMP4.59 Add to My Program
T-Net: Learning Feature Representation with Task-Specific Supervisions in Biomedical Image Analysis

Song, WeinanUCLA
Liang, YuanUCLA
Yang, JiaweiUniversity of California, Los Angeles
Wang, KunUCLA
He, LeiUniversity of California, Los Angeles
 
13:00-14:00, Paper FrAMP4.60 Add to My Program
Multi-Label Classification Based on Subcellular Region-Guided Feature Description for Protein Localisation

Rana, PriyankaUniversity of New South Wales
Meijering, ErikUniversity of New South Wales
Sowmya, ArcotUniversity of New South Wales
Song, YangUniversity of New South Wales
 
FrPL  Plenary, Room T6 Add to My Program 
Plenary 3: Circuits Optogenetics and Wave Front Shaping - Valentina
Emiliani
 
 
Chair: Angelini, ElsaImperial NIHR BRC, Imperial College London
Co-Chair: Olivo-Marin, Jean-ChristopheInstitut Pasteur
 
FrC1  Oral Session, Room T1 Add to My Program 
Histopathology  
 
Chair: Kong, JunGeorgia State University
Co-Chair: Bengtsson, EwertUppsala University
 
15:15-15:21, Paper FrC1.1 Add to My Program
Sample Specific Generalized Cross Entropy for Robust Histology Image Classification

Kurian, Nikhil CherianIndian Institute of Technology, Bombay
Meshram, Pragati ShuddhodhanIndian Institute of Technology Bombay
Patil, AbhijeetIndian Institute of Technology, Bombay
Patel, SunilNvidia
Sethi, AmitIndian Institute of Technology Bombay
 
15:21-15:27, Paper FrC1.2 Add to My Program
Self Adversarial Attack As an Augmentation Method for Immunohistochemical Stainings

Vasiljević, JelicaUniversity of Strasbourg, France ; University of Belgrade, Serbi
Feuerhake, FriedrichHannover Medical School
Wemmert, CédricICube, University of Strasbourg
Lampert, Thomas AndrewUniversité De Strasbourg
 
15:27-15:33, Paper FrC1.3 Add to My Program
Improving the Accuracy of Intrahepatic Cholangiocarcinoma Subtype Classification by Hidden Class Detection Via Label Smoothing

Tan, Jing WeiKorea University
Lee, KanggeunUNIST
Lee, KyoungbunSeoul National University Hospital
Jeong, Won-KiKorea University
 
15:33-15:39, Paper FrC1.4 Add to My Program
Texture Enhanced Generative Adversarial Network for Stain Normalisation in Histopathology Images

Cong, CongUniversity of New South Wales
Liu, SidongMacquarie University
Di Ieva, AntonioMacquarie University
Pagnucco, MauriceUniversity of New South Wales
Berkovsky, ShlomoMacquarie University
Song, YangUniversity of New South Wales
 
15:39-15:45, Paper FrC1.5 Add to My Program
Graph Neural Networks for the Cross-Domain Histopathological Image Classification

Cai, ChangXi'an Jiaotong University
Xu, DouXi'an Jiaotong University
Fang, ChaoweiXidian University
Yang, MengFrontline Intelligent Technology (Nanjing)Co., Ltd
Li, ZhongyuXi'an Jiaotong University
 
FrC2  Oral Session, Room T2 Add to My Program 
Joint Approaches and Multi-Task Learning  
 
Chair: Riklin Raviv, TammyBen-Gurion University
Co-Chair: Spampinato, ConcettoUniversita' Di Catania
 
15:15-15:21, Paper FrC2.1 Add to My Program
Constructing Reliable Network of Biomarker Covariance by Joint Data Harmonization and Graph Learning

Kim, MinjeongUniversity of North Carolina at Greensboro
Wu, GuorongUniversity of North Carolina at Chapel Hill
 
15:21-15:27, Paper FrC2.2 Add to My Program
SSIQA: Multi-Task Learning for Non-Reference CT Image Quality Assessment with Self-Supervised Noise Level Prediction

Imran, Abdullah-Al-ZubaerStanford University
Pal, DebashishGE Healthcare
Patel, BhavikStanford University
Wang, AdamStanford University
 
15:27-15:33, Paper FrC2.3 Add to My Program
Towards Unbiased Covid-19 Lesion Localisation and Segmentation Via Weakly Supervised Learning

Yang, YangSun Yat-Sen University
Chen, JiancongPeng Cheng Laboratory
Wang, RuixuanSun Yat-Sen University
Ma, TingHarbin Institute of Technology at Shenzhen
Wang, LingweiShenzhen People's Hospital,Shenzhen Institute of Respirat
Chen, JiePeng Cheng Laboratory
Zheng, Wei-ShiSchool of Data and Computer Science, Sun Yat-Sen University
Zhang, TongPeng Cheng Laboratory
 
15:33-15:39, Paper FrC2.4 Add to My Program
Joint Segmentation of Multiple Sclerosis Lesions and Brain Anatomy in MRI Scans of Any Contrast and Resolution with CNNs

Billot, BenjaminUniversity College London
Cerri, StefanoTechnical University of Denmark
Van Leemput, KoenMassachusetts General Hospital, Harvard Medical School
Dalca, AdrianMassachusetts Institute of Technology
Iglesias, Juan EugenioUniversity College London
 
15:39-15:45, Paper FrC2.5 Add to My Program
Multi-Task Learning Network for Landmark Detection in Anatomical Tree Structures

Tan, ZimengTsinghua University
Feng, JianjiangTsinghua University
Zhou, JieTsinghua University
 
FrC3  Student Activity, Room T3 Add to My Program 
Student Careers Session  
 
Chair: Zuluaga, Maria A.EURECOM
Co-Chair: Ducros, NicolasUniv. Lyon, CREATIS
 
FrAwD  Announcement, Room T5 Add to My Program 
Awards Ceremony  
 
Chair: Ledesma-Carbayo, Maria J.Universidad Politécnica De Madrid
Co-Chair: Kouamé, DenisUniversité De Toulouse III, IRIT UMR CNRS 5505
 
FrClC  Announcement, Room T6 Add to My Program 
Closing 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

 
 

 
 

 

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