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Last updated on April 8, 2020. This conference program is tentative and subject to change

Technical Program for Tuesday April 7, 2020

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TuAaO1 Oral Session, Oakdale I-II Add to My Program 
Machine Learning for Brain Studies  
 
Chair: Salvado, OlivierCSIRO Data61
Co-Chair: Renard, FélixUniversity of Grenoble
 
09:00-09:15, Paper TuAaO1.1 Add to My Program
3D Mapping of Tau Neurofibrillary Tangle Pathology in the Human Medial Temporal Lobe
Yushkevich, PaulUniversity of Pennsylvania
Iñiguez de Onzoño Martin, María MercedesHuman Neuroanatomy Laboratory, University of Castilla-La Mancha
Ittyerah, RanjitPenn Image Computing and Science Laboratory, Department of Radio
Lim, SydneyUniversity of Pennsylvania
Lavery, MadiganUniversity of Pennsylvania
Wang, JiancongPICSL Lab, University of Pennsylvannia
Hung, Ling YuUniversity of Pennsylvania
Vergnet, NicolasUniversity of Pennsylvania
Ravikumar, SadhanaPenn Image Computing and Science Laboratory, Department of Radio
Xie, LongPenn Image Computing and Science Laboratory (PICSL), Department
Dong, MengjinUniversity of Pennsylvania
DeFlores, RobinUniversity of Pennsylvania
Cui, SalenaUniversity of Pennsylvania
McCollum, LaurenUniversity of Pennsylvania
Ohm, DanielUniversity of Pennsylvania
Robinson, JohnCenter for Neurodegenerative Disease Research (CNDR), University
Schuck, TheresaCenter for Neurodegenerative Disease Research (CNDR), University
Grossman, MurrayDepartment of Neurology, University of Pennsylvania
Tisdall, M. DylanUniversity of Pennsylvania
Prabhakaran, KarthikUniversity of Pennsylvania
Mizsei, GaborUniversity of Pennsylvania
Das, SandhitsuDepartment of Neurology, University of Pennsylvania
Artacho Pérula, EmilioHuman Neuroanatomy Laboratory, University of Castilla-La Mancha
Arroyo Jiménez, María del MarHuman Neuroanatomy Laboratory, University of Castilla-La Mancha
Muñoz López, MónicaHuman Neuroanatomy Laboratory, University of Castilla-La Mancha
Marcos Rabal, María PilarHuman Neuroanatomy Laboratory, University of Castilla-La Mancha
Molina Romero, Francisco JavierHuman Neuroanatomy Laboratory, University of Castilla-La Mancha
Lee, Edward BUniversity of Pennsylvania
Trojanowski, JohnCenter for Neurodegenerative Disease Research (CNDR), University
Wisse, LauraPenn Image Computing and Science Laboratory, Department of Radio
Wolk, DavidDepartment of Neurology, University of Pennsylvania
Irwin, David JUniversity of Pennsylvania
Insausti, RicardoHuman Neuroanatomy Laboratory, University of Castilla-La Mancha
 
09:15-09:30, Paper TuAaO1.2 Add to My Program
Weakly-Supervised Brain Tumor Classification with Global Diagnosis Label
Zhou, YufanUniversity at Buffalo, SUNY
Li, ZheshuoUniversity at Buffalo, SUNY
Ma, ChunweiUniversity at Buffalo
Gao, MingchenUniversity at Buffalo, SUNY
Chen, ChangyouUniversity at Buffalo, SUNY
Zhu, HongXuzhou Medical University
Xu, JinhuiSUNY Buffalo
 
09:30-09:45, Paper TuAaO1.3 Add to My Program
Encoding Human Cortex Using Spherical CNNs - a Study on Alzheimer's Disease Classification
Barbaroux, HugoImperial College London
Feng, XinyangColumbia University
Yang, JieColumbia University
Laine, AndrewColumbia University
Angelini, ElsaImperial NIHR BRC, Imperial College London
 
09:45-10:00, Paper TuAaO1.4 Add to My Program
Predicting Longitudinal Cognitive Scores Using Baseline Imaging and Clinical Variables
Saboo, KrishnakantUniversity of Illinois at Urbana-Champaign
Hu, ChangUniversity of Illinois Urbana-Champaign
Varatharajah, YogatheesanUniversity of Illinois at Urbana Champaign
Vemuri, PrashanthiMayo Clinic, Rochester
Iyer, RavishankarUniversity of Illinois at Urbana-Champaign
 
10:00-10:15, Paper TuAaO1.5 Add to My Program
Improving Diagnosis of Autism Spectrum Disorder and Disentangling Its Heterogeneous Functional Connectivity Patterns Using Capsule Networks
Jiao, ZhichengPerelman School of Medicine at University of Pennsylvania
Li, HongmingUniversity of Pennsylvania
Fan, YongUniversity of Pennsylvania
 
10:15-10:30, Paper TuAaO1.6 Add to My Program
Deep Learning of Cortical Surface Features Using Graph-Convolution Predicts Neonatal Brain Age and Neurodevelopmental Outcome
Liu, MengtingUniversity of Southern California
Duffy, BenUniversity of Southern California
Sun, ZheUniversity of Southern California
Toga, ArthurUniversity of Southern California
Barkovich, JamesUCSF
Xu, DuanUniversity of California, San Francisco
Kim, HosungUniversity of Southern California
 
TuAaO2 Oral Session, Oakdale III Add to My Program 
Computer-Aided Detection and Diagnosis  
 
Chair: Unay, DevrimIzmir University of Economics
 
09:00-09:15, Paper TuAaO2.1 Add to My Program
Unsupervised Task Design to Meta-Train Medical Image Classifiers
Maicas Suso, GabrielThe University of Adelaide
Nguyen, CuongUniversity of Adelaide
Taghizadeh Motlagh, FarbodUniversity of Adelaide
Nascimento, JacintoInstituto Superior Técnico
Carneiro, GustavoUniversity of Adelaide
 
09:15-09:30, Paper TuAaO2.2 Add to My Program
Uni and Multi-Modal Radiomic Features for the Predicting Prostate Cancer Aggressiveness
Jung, JulipSeoul Women's University
Hong, HelenSeoul Women's University
Lee, HansangKAIST
Hwang, Sung IlSeoul National Unveristy College of Medicine, Department of Radio
Lee, Hak JongSeoul National Unveristy College of Medicine, Department of Radio
 
09:30-09:45, Paper TuAaO2.3 Add to My Program
Computer-Aided Diagnosis of Congenital Abnormalities of the Kidney and Urinary Tract in Children Using a Multi-Instance Deep Learning Method Based on Ultrasound Imaging Data
Yin, ShiHuazhong University of Science and Technology
Peng, QinmuHuazhong University of Science and Technology
Li, HongmingUniversity of Pennsylvania
Zhang, ZhengqiangHuazhong University of Science and Technology
You, XingeHuazhong University of Science and Technology
Katherine, FischerThe Children's Hospital of Philadelphia
Furth, SusanUniversity of Pennsylvania
Tasian, GregoryThe Children's Hospital of Philadelphia
Fan, YongUniversity of Pennsylvania
 
09:45-10:00, Paper TuAaO2.4 Add to My Program
Machine-Learning on Liver Ultrasound to Stratify Multiple Diseases Via Blood-Vessels and Perfusion Characteristics
Bayet, JulesITMAT Data Science Group, Imperial College London
Hoogenboom, TimImperial College Londonn
Sharma, RohiniImperial College London
Angelini, ElsaImperial NIHR BRC, Imperial College London
 
10:00-10:15, Paper TuAaO2.5 Add to My Program
False Positive Reduction Using Multiscale Contextual Features for Prostate Cancer Detection in Multi-Parametric MRI Scans
Yu, XinSiemens Healthineers
Lou, BinSiemens Healthineers
Shi, BiboOhio University
Winkel, DavidSiemens Healthineers
Arrahmane, NacimSiemens Healthineers
Diallo, MamadouSiemens Corporate Technology
Meng, TongbaiSiemens Healthineers
von Busch, HeinrichSiemens Healthineers
Grimm, RobertSiemens Healthineers
Kiefer, BertholdSiemens Healthineers
Comaniciu, DorinSiemens Corporate Research
Kamen, AliSiemens Corporation, Corporate Technology
Huisman, HenkjanRadboud University Medical Center
Rosenkrantz, AndrewNew York University
Penzkofer, TobiasCharité
Shabunin, IvanPatero Clinic
Choi, Moon HyungEunpyeong St. Mary’s Hospital
Yang, QingsongChanghai Hospital of Shanghai
Szolar, DieterDiagnostikum Graz Süd-West,
 
10:15-10:30, Paper TuAaO2.6 Add to My Program
Polyp Detection in Colonoscopy Videos by Bootstrapping Via Temporal Consistency
Ma, YitingUniversity of Science and Technology of China
Chen, XuejinUniversity of Science and Technology of China
Sun, BinDepartment of Gastroenterology. the First Affiliated Hospital Of
 
TuAaO3 Oral Session, Oakdale IV-V Add to My Program 
Eye and Vessel Image Analysis  
 
Chair: Cheng, LiUniversity of Alberta, Canada
Co-Chair: Anjos, AndreIdiap Research Institute
 
09:00-09:15, Paper TuAaO3.1 Add to My Program
ErrorNet: Learning Error Representations from Limited Data to Improve Vascular Segmentation
Tajbakhsh, NimaASU
Lai, BrianUCLA
Pundi Ananth, ShilpaVoxelcloud, Inc
Ding, XiaoweiVOXELCLOUD INC
 
09:15-09:30, Paper TuAaO3.2 Add to My Program
Automated Hemorrhage Detection from Coarsely Annotated Fundus Images in Diabetic Retinopathy
Huang, YijinSouthern University of Science and Technology
Lin, LiSchool of Electronics and Information Technology, Sun Yat-Sen Un
Li, MengState Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Cent
Wu, JieweiSun Yat-Sen University
Cheng, PujinSouthern University of Science and Technology
Wang, KaiSun Yat-Sen University
Yuan, JinState Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Cent
Tang, XiaoyingSouthern University of Science and Technology
 
09:30-09:45, Paper TuAaO3.3 Add to My Program
How to Extract More Information with Less Burden: Fundus Image Classification and Retinal Disease Localization with Ophthalmologist Intervention
Meng, QierNational Institute of Informatics
Hashimoto, YoheiThe University of Tokyo
Satoh, Shin'ichiNational Institute of Informatics
 
09:45-10:00, Paper TuAaO3.4 Add to My Program
SUNet: A Lesion Regularized Model for Simultaneous Diabetic Retinopathy and Diabetic Macular Edema Grading
Tu, ZhiShanghaiTech University
Gao, ShenghuaShanghaiTech University
Zhou, KangShanghaiTech University
Chen, XianingShanghaiTech University
Fu, HuazhuInception Institute of Artificial Intelligence
Gu, ZaiwangSouthern University of Science and Technology
Cheng, JunInstitute of Biomedical Engineering, Chinese Academy of Sciences
Yu, ZehaoShanghaiTech University
Liu, JiangSouthern University of Science and Technology
 
10:00-10:15, Paper TuAaO3.5 Add to My Program
Spatially Informed Cnn for Automated Cone Detection in Adaptive Optics Retinal Images
Jin, HengBeihang University
Morgan, JessicaUniversity of Pennsylvania
Gee, JamesUniversity of Pennsylvania
Chen, MinUniversity of Pennsylvania
 
10:15-10:30, Paper TuAaO3.6 Add to My Program
Automatic Angle-Closure Glaucoma Screening Based on the Localization of Scleral Spur in Anterior Segment Oct
Li, PanmingSoochow University, School of Electronic and Information Enginee
Geng, LeSoochow University, School of Electronic and Information Enginee
Zhu, WeifangSoochow University
Shi, FeiSoochow University
Chen, XinJianSoochow University
 
TuAbPo Oakdale Foyer Coral Foyer
Tuesday Poster AM Poster Session
 
10:30-12:00, Subsession TuAbPo-01, Oakdale Foyer Coral Foyer
FMRI Analysis II   Poster Session, 9 papers
 
10:30-12:00, Subsession TuAbPo-02, Oakdale Foyer Coral Foyer
MRI Reconstruction Methods II   Poster Session, 7 papers
 
10:30-12:00, Subsession TuAbPo-03, Oakdale Foyer Coral Foyer
Computer-Aided Detection and Diagnosis II   Poster Session, 7 papers
 
10:30-12:00, Subsession TuAbPo-04, Oakdale Foyer Coral Foyer
DL/CNN Methods and Models II   Poster Session, 8 papers
 
10:30-12:00, Subsession TuAbPo-05, Oakdale Foyer Coral Foyer
Machine Learning, Pattern Recognition Methods   Poster Session, 8 papers
 
10:30-12:00, Subsession TuAbPo-06, Oakdale Foyer Coral Foyer
Optical Coherence Tomography I   Poster Session, 6 papers
 
10:30-12:00, Subsession TuAbPo-07, Oakdale Foyer Coral Foyer
Optical Microscopy and Analysis II   Poster Session, 12 papers
 
10:30-12:00, Subsession TuAbPo-08, Oakdale Foyer Coral Foyer
Videoscopy Processing   Poster Session, 6 papers
 
10:30-12:00, Subsession TuAbPo-09, Oakdale Foyer Coral Foyer
Abstract Posters: Medical Imaging and Analysis   Poster Session, 11 papers
 
10:30-12:00, Subsession TuAbPo-10, Oakdale Foyer Coral Foyer
Abstract Posters: Microscopy and OCT   Poster Session, 4 papers
 
TuAbPo-01 Poster Session, Oakdale Foyer Coral Foyer Add to My Program 
FMRI Analysis II  
 
Chair: Preti, Maria GiuliaEPFL / Université De Genève
Co-Chair: Babajani-Feremi, AbbasThe University of Tennessee Health Science Center
 
10:30-12:00, Paper TuAbPo-01.1 Add to My Program
Twin Classification in Resting-State Brain Connectivity
Gritsenko, AndreyNortheastern University
Lindquist, MartinJohns Hopkins Bloomberg School of Public Health
Chung, Moo K.University of Wisconsin-Madison
 
10:30-12:00, Paper TuAbPo-01.2 Add to My Program
Estimating Reproducible Functional Networks Associated with Task Dynamics Using Unsupervised LSTMs
Dvornek, NichaYale School of Medicine
Ventola, PamelaYale School of Medicine
Duncan, JamesYale University
 
10:30-12:00, Paper TuAbPo-01.3 Add to My Program
Optimize Cnn Model for Fmri Signal Classification Via Adanet-Based Neural Architecture Search
Dai, HaixingUniversity of Georgia
Ge, FangfeiNorthwestern Polytechnical University
Li, QingBeijing Normal University
Zhang, WeiUniversity of Georgia
Liu, TianmingUniversity of Georgia
 
10:30-12:00, Paper TuAbPo-01.4 Add to My Program
A Novel Framework for Grading Autism Severity Using Task-Based Fmri
Haweel, ReemAin Shamas University
Dekhil, OmarUniversity of Louisville
Shalaby, AhmedUniversity of Louisville
Mahmoud, AliUniversity of Louisville
Ghazal, MohammedAbu Dhabi University
Khalil, AshrafAbu Dhabi University
Keynton, RobertBioengineering Department, University of Louisville
Barnes, GregoryUniversity of Louisville
El-baz, AymanUniversity of Louisville
 
10:30-12:00, Paper TuAbPo-01.5 Add to My Program
Gradient Artifact Correction for Simultaneous Eeg-Fmri Using Denoising Autoencoders
Duffy, BenUniversity of Southern California
Toga, ArthurUniversity of Southern California
Kim, HosungUniversity of Southern California
 
10:30-12:00, Paper TuAbPo-01.6 Add to My Program
Volumetric Registration of Brain Cortical Regions by Automatic Landmark Matching and Large Deformation Diffeomorphisms
He, HengdaColumbia University
Razlighi, QolamrezaDepartment of Radiology, Weill Cornell Medicine
 
10:30-12:00, Paper TuAbPo-01.7 Add to My Program
A Novel Spatio-Temporal Hub Identification Method for Dynamic Functional Networks
Chen, AnqiHangzhou Dianzi University
Yang, DefuHangzhou Dianzi University
Yan, ChenggangHangzhou Dianzi University
Peng, ZiwenShenzhen Kangning Hospital, Shenzhen Mental Health Center
Kim, MinjeongUniversity of North Carolina at Greensboro
Laurienti, PaulWake Forest University Health Sciences
Wu, GuorongUniversity of North Carolina at Chapel Hill
 
10:30-12:00, Paper TuAbPo-01.8 Add to My Program
Task Fmri Guided Fiber Clustering Via a Deep Clustering Method
Wang, HuanShaanxi Normal University
Dong, QinglinUniversity of Georgia
Qiang, NingShaanxi Normal University
Zhang, XinNorthwestern Polytechnical University
Liu, TianmingUniversity of Georgia
Ge, BaoShaanxi Normal University
 
10:30-12:00, Paper TuAbPo-01.9 Add to My Program
INTERPRETING AGE EFFECTS of HUMAN FETAL BRAIN from SPONTANEOUS fMRI USING DEEP 3D CONVOLUTIONAL NEURAL NETWORKS
Li, XiangruiWayne State University
Jasmine Hect, Jasmine HectWayne State University
Thomason, MoriahWayne State University
Zhu, DongxiaoWayne State University
 
TuAbPo-02 Poster Session, Oakdale Foyer Coral Foyer Add to My Program 
MRI Reconstruction Methods II  
 
Chair: Ongie, GregUniversity of Chicago
 
10:30-12:00, Paper TuAbPo-02.1 Add to My Program
Calibrationless Parallel Mri Using Model Based Deep Learning (c-Modl)
Pramanik, AniketUniversity of Iowa
Aggarwal, Hemant KumarUniversity of Iowa
Jacob, MathewsUniversity of Iowa
 
10:30-12:00, Paper TuAbPo-02.2 Add to My Program
Multi-Contrast MR Reconstruction with Enhanced Denoising Autoencoder Prior Learning
Liu, XiangshunNanchang University
Zhang, MinghuiNanchang University
Liu, QiegenDepartment of Electronic Information Engineering, Nanchang Unive
Xiao, TaohuiPaul C. Lauterbur Research Center for Biomedical Imaging, SIAT,
Zheng, HairongShenzhen Inst of Advanced Tech
Ying, LeslieThe State University of New York at Buffalo
Wang, ShanshanShenzhen Institutes of Advanced Technology
 
10:30-12:00, Paper TuAbPo-02.3 Add to My Program
An Evaluation of Regularization Strategies for Subsampled Single-Shell Diffusion MRI
Liu, YunsongUniversity of Southern California
Liao, CongyuMassachusetts General Hospital, Harvard Medical School
Setsompop, KawinHarvard Medical School
Haldar, JustinUniversity of Southern California
 
10:30-12:00, Paper TuAbPo-02.4 Add to My Program
Benchmarking Deep Nets MRI Reconstruction Models on the FastMRI Publicly Available Dataset
Ramzi, ZaccharieCEA
Ciuciu, PhilippeCEA
Starck, Jean-LucCEA, IRFU/SEDI/LCS
 
10:30-12:00, Paper TuAbPo-02.5 Add to My Program
Fast High Dynamic Range MRI by Contrast Enhancement Networks
Marques, MatthewUniversity of Queensland
Engstrom, CraigUniversity of Queensland
Fripp, JurgenCSIRO
Crozier, StuartThe University of Queensland
Chandra, ShekharUniversity of Queensland
 
10:30-12:00, Paper TuAbPo-02.6 Add to My Program
Arterial Input Function and Tracer Kinetic Model Driven Network for Rapid Inference of Kinetic Maps in Dynamic Contrast Enhanced MRI (AIF-TK-Net)
Kettelkamp, JosephUniversity of Iowa
Lingala, Sajan GoudThe University of Iowa
 
10:30-12:00, Paper TuAbPo-02.7 Add to My Program
Mr Imaging and Spectroscopy for Biomarker Characterization in Golden Retriever Muscular Dystrophy Tissue Samples
Del Bosque, RominaVanderbilt University
Valle, EdithTexas A&M University
Wilcox, MatthewTexas A&M University
Carrell, TravisTexas A&M Universiy
Nghiem, PeterTexas A&M University
Wright, Steven M.Texas A&M University
McDougall, MaryTexas A&M University
 
TuAbPo-03 Poster Session, Oakdale Foyer Coral Foyer Add to My Program 
Computer-Aided Detection and Diagnosis II  
 
Chair: de Bruijne, MarleenErasmus MC - University Medical Center Rotterdam
Co-Chair: Yang, YongyiIllinois Institute of Technology
 
10:30-12:00, Paper TuAbPo-03.1 Add to My Program
DeepMRS: An End-To-End Deep Neural Network for Dementia Disease Detection Using MRS Data
Ben Ahmed, OlfaUniversity of Poitiers
Fezzani, SeifeddineXLIM
Guillevin, CaroleUniversity of Poitiers
Fezai, LobnaXLIM
Naudin, MathieuUniversity of Poitiers
Gianelli, BenoitUniversity of Poitiers
Fernandez-Maloigne, ChristineUniversity of Poitiers
 
10:30-12:00, Paper TuAbPo-03.2 Add to My Program
Efficient Detection of EMVI in Rectal Cancer Via Richer Context Information and Feature Fusion
Li, ShuaiBeihang University
Zhang, ZhengdongBeihang University
Lu, YunQingdao University
 
10:30-12:00, Paper TuAbPo-03.3 Add to My Program
Stan: Small Tumor-Aware Network for Breast Ultrasound Image Segmentation
Shareef, BryarUniversity of Idaho
Xian, MinUniversity of Idaho
Vakanski, AleksandarUniversity of Idaho
 
10:30-12:00, Paper TuAbPo-03.4 Add to My Program
Deep Learning Based Detection of Acute Aortic Syndrome in Contrast CT Images
Yellapragada, Manikanta SrikarNew York University
Xie, YitingCornell University
Graf, BenediktIBM Watson Health Imaging
Richmond, DavidIBM Watson Health
Krishnan, ArunIBM Watson Health
Sitek, ArkadiuszIBM Watson Health
 
10:30-12:00, Paper TuAbPo-03.5 Add to My Program
Semi-Supervised Multi-Domain Multi-Task Training for Metastatic Colon Lymph Node Diagnosis from Abdominal CT
Glaser, SaskiaUniversity of Adelaide
Maicas Suso, GabrielThe University of Adelaide
Bedrikovetski, SergeiUniversity of Adelaide
Sammour, TarikUniversity of Adelaide
Carneiro, GustavoUniversity of Adelaide
 
10:30-12:00, Paper TuAbPo-03.6 Add to My Program
Computer Aided Diagnosis of Clinically Significant Prostate Cancer in Low-Risk Patients on Multi-Parametric Mr Images Using Deep Learning
Arif, MuhammadErasmus MC, Rotterdam
Schoots, IvoErasmus Medical Center
Castillo T, Jose M.Erasmus MC - University Medical Center Rotterdam
Robool, MoniqueErasmus MC
Niessen, WiroErasmus MC, University Medical Center Rotterdam
Veenland, Jifke F.Erasmus MC - University Medical Center Rotterdam
 
10:30-12:00, Paper TuAbPo-03.7 Add to My Program
Deep Learning Features for Modeling Perceptual Similarity in Microcalcification Lesion Retrieval
Wang, JuanIllinois Institute of Technology
Lei, LiangChongqing University of Science and Technology
Yang, YongyiIllinois Institute of Technology
 
TuAbPo-04 Poster Session, Oakdale Foyer Coral Foyer Add to My Program 
DL/CNN Methods and Models II  
 
Chair: Acton, ScottUniversity of Virginia
Co-Chair: Wernick, MilesIllinois Institute of Technology
 
10:30-12:00, Paper TuAbPo-04.1 Add to My Program
Medical Data Inquiry Using a Question Answering Model
Liao, ZhibinUniversity of Adelaide
Liu, LingqiaoAustralian Institute for Machine Learning, University of Adelaid
Wu, QiAustralian Institude for Machine Learning, University of Adelaid
Teney, DamienAustralian Institute for Machine Learning, University of Adelaid
Shen, ChunhuaAustralian Institute for Machine Learning, University of Adelaid
Hengel, Anton vanUniversity of Adelaide
Verjans, JohanAustralian Institute for Machine Learning
 
10:30-12:00, Paper TuAbPo-04.2 Add to My Program
Unsupervised Adversarial Correction of Rigid MR Motion Artifacts
Armanious, KarimUniversity of Stuttgart
Tanwar, AasthaUniversity of Stuttgart
Abdulatif, SherifUniversity of Stuttgart
Küstner, ThomasUniversity of Stuttgart, Germany
Gatidis, SergiosUniversity of Tübingen
Yang, BinInstitute of Signal Processing and System Theory, University Of
 
10:30-12:00, Paper TuAbPo-04.3 Add to My Program
Transforming Intensity Distribution of Brain Lesions Via Conditional GANs for Segmentation
Hamghalam, MohammadDepartment of Electrical, Biomedical and Mechatronics Engineerin
Wang, TianfuShenzhen University
Qin, JingCenter for Smart Health, School of Nursing, the Hong Kong Polyte
Lei, BaiyingShenzhen University
 
10:30-12:00, Paper TuAbPo-04.4 Add to My Program
AF-SEG: An Annotation-Free Approach for Image Segmentation by Self-Supervision and Generative Adversarial Network
Yu, FeiPeking University
Dong, HexinPeking University
Zhang, MoPeking University
Zhao, JiePeking University
Dong, BinPeking University
Li, QuanzhengHarvard Medical School, Massachusetts General Hospital
Zhang, LiPeking University
 
10:30-12:00, Paper TuAbPo-04.5 Add to My Program
MixModule: Mixed CNN Kernel Module for Medical Image Segmentation
Yu, HengTsinghua University
Feng, XueUniversity of San Francisco
Wang, ZiwenBoston University
Sun, HaoUniversity of Southern California
 
10:30-12:00, Paper TuAbPo-04.6 Add to My Program
Image Segmentation Using Hybrid Representations
Desai, AlakhInternational Institute of Information Technology, Hyderabad
Chauhan, RuchiInternational Institute of Information Technology, Hyderabad
Sivaswamy, JayanthiInternational Institute of Information Technology-Hyderabad
 
10:30-12:00, Paper TuAbPo-04.7 Add to My Program
Mitigating Adversarial Attacks on Medical Image Understanding Systems
Paul, RahulUniversity of South Florida , Tampa
Schabath, MatthewH.L.Moffitt Cancer Center & Research Institute, Tampa, Florida
Gillies, RobertDepartments of Diagnostic Radiology and Imaging Research, H. Lee
Hall, LawrenceUniversity of South Florida
Goldgof, DmitryUniversity of South Florida
 
10:30-12:00, Paper TuAbPo-04.8 Add to My Program
CSAF-CNN: Cross-Layer Spatial Attention Map Fusion Network for Organ-At-Risk Segmentation in Head and Neck CT Images
Liu, ZuhaoUniversity of Electronic Science and Technology of China
Wang, HuanUniversity of Electronic Science and Technology of China, Chengd
Lei, WenhuiUniversity of Electronic Science and Technology of China
Wang, GuotaiUniversity of Electronic Science and Engineering of China (UESTC
 
TuAbPo-05 Poster Session, Oakdale Foyer Coral Foyer Add to My Program 
Machine Learning, Pattern Recognition Methods  
 
Chair: Amini, AmirUniversity of Louisville
 
10:30-12:00, Paper TuAbPo-05.1 Add to My Program
Using Transfer Learning and Class Activation Maps Supporting Detection and Localization of Femoral Fractures on Anteroposterior Radiographs
Gupta, VikashThe Ohio State University
Demirer, MutluThe Ohio State University
Bigelow, MatthewOhio State University
Yu, SarahThe Ohio State University
Yu, JosephThe Ohio State University
Prevedello, LucianoThe Ohio State University
White, Richard DOhio State University Wexner Medical Center
Erdal, BarbarosDepartment of Radiology, the Wexner Medical Center, the Ohio Sta
 
10:30-12:00, Paper TuAbPo-05.2 Add to My Program
Knowledge Transfer between Datasets for Learning-Based Tissue Microstructure Estimation
Qin, YuBeijing Institute of Technology
Li, YuxingBeijing Institute of Technology
Liu, ZhiwenBeijing Institute of Technology
Ye, ChuyangBeijing Institute of Technology
 
10:30-12:00, Paper TuAbPo-05.3 Add to My Program
Deep Learning Models to Study the Early Stages of Parkinson’s Disease
Munoz Ramirez, VeronicaUniversité Grenoble-Alpes
Kmetzsch, VirgilioInria
Forbes, FlorenceINRIA Jean Kuntzman Laboratory , Grenoble University
Dojat, MichelINSERM U1216
 
10:30-12:00, Paper TuAbPo-05.4 Add to My Program
Liver Segmentation in CT with MRI Data: Zero-Shot Domain Adaptation by Contour Extraction and Shape Priors
Pham, Duc DuyUniversity of Duisburg-Essen
Dovletov, GurbandurdyUniversity of Duisburg-Essen
Pauli, JosefDuisburg-Essen, Intelligente Systeme
 
10:30-12:00, Paper TuAbPo-05.5 Add to My Program
Deep Random Forests for Small Sample Size Prediction with Medical Imaging Data
Katzmann, AlexanderSiemens Healthcare GmbH
Mühlberg, AlexanderSiemens Healthcare GmbH
Suehling, MichaelSiemens AG
Noerenberg, DominikUniversity Hospital Großhadern, Ludwig-Maximilians-University Mu
Holch, Julian WalterUniversity Hospital Grohadern, Ludwig-Maximilians-University Mün
Gross, Horst-MichaelUniversity of Technology Ilmenau
 
10:30-12:00, Paper TuAbPo-05.6 Add to My Program
Modeling Heterogeneity in Feature Selection for MCI Classification
Zhu, WeiUniversity of Rochester
Shi, FengCedars Sinai Medical Center
Luo, JieboUniversity of Rochester
 
10:30-12:00, Paper TuAbPo-05.7 Add to My Program
Training Liver Vessel Segmentation Deep Neural Networks on Noisy Labels from Contrast CT Imaging
Xu, MinfengAlibaba
Wang, YuAlibaba
Chi, YingAlibaba Group
Hua, Xian-ShengAlibaba Group
 
10:30-12:00, Paper TuAbPo-05.8 Add to My Program
Super-Resolution and Self-Attention with Generative Adversarial Network for Improving Malignancy Characterization of Hepatocellular Carcinoma
Li, YunlingGuangzhou University of Chinese Medicine
Huang, HuiGuangzhou University of Chinese Medicine
Zhang, LijuanShenzhen Institute of Advanced Technology
Wang, GuangyiGuangdong General Hospital
Zhang, HonglaiGuangzhou University of Chinese Medicine
Zhou, WuGuangzhou University of Chinese Medicine
 
TuAbPo-06 Poster Session, Oakdale Foyer Coral Foyer Add to My Program 
Optical Coherence Tomography I  
 
Chair: Marziliano, PinaEcole Polytechnique Federale De Lausanne
 
10:30-12:00, Paper TuAbPo-06.1 Add to My Program
Oct Image Quality Evaluation Based on Deep and Shallow Features Fusion Network
Wang, RuiPingAn Technology (Shenzhen) Co., Ltd
Fan, DongyiPingAn Technology(ShenZhen)Co., Ltd
Wang, LilongPingAn Technology
Lv, BinPingAn Technology (Shenzhen) Co., Ltd
Wang, MinDepartment of Ophthalmology, Eye and ENT Hospital of Fudan Unive
Zhou, QienyuanOptovue, Inc. (Fremont, California, USA)
Lv, ChuanfengPingAn Tech
Xie, GuotongPingAn Tech
 
10:30-12:00, Paper TuAbPo-06.2 Add to My Program
Noise Redistribution and 3D Shearlet Filtering for Speckle Reduction in Optical Coherence Tomography
Hu, YanSouthern University of Science and Technology
Yang, JianlongCixi Institute of Biomedical Engineering, Chinese Academy of Sci
Cheng, JunInstitute of Biomedical Engineering, Chinese Academy of Sciences
Liu, JiangSouthern University of Science and Technology
 
10:30-12:00, Paper TuAbPo-06.3 Add to My Program
Unsupervised Domain Adaptation for Cross-Device Oct Lesion Detection Via Learning Adaptive Features
Yang, SuhuiPing an technology(Shenzhen) Co.Ltd., Shenzhen, China
Zhou, XiaPing an Technology (Shenzhen) Co. Ltd., Shenzhen, China
Jun, WangPingAn Techlonogy Co. Ltd
Xie, GuotongPingAn Tech
Lv, ChuanfengPingAn Tech
Gao, PengPing an Technology Co., Ltd
Lv, BinPingAn Technology (Shenzhen) Co., Ltd
 
10:30-12:00, Paper TuAbPo-06.4 Add to My Program
Macular GCIPL Thickness Map Prediction Via Time-Aware Convolutional LSTM
Zhiqi, ChenNew York University
Wang, YaoPolytechnic Institute of New York University
Wollstein, GadiDepartment of Ophthalmology, New York University
Ramos-Cadena, Maria de los AngelesDepartment of Ophthalmology, New York University
Schuman, Joel S.NYU Langone Health, NYU School of Medicine
Ishikawa, HiroshiDepartment of Ophthalmology, New York University
 
10:30-12:00, Paper TuAbPo-06.5 Add to My Program
Hierarchy-Constrained Network for Corneal Tissue Segmentation Based on Anterior Segment Oct Images
Liu, YangPingAn Technology (Shenzhen) Co., Ltd
Li, DongfangQingDao Eye Hospital of Shandong First Medical University
Guo, YanPingAn Technology (Shenzhen) Co., Ltd., Shenzhen, China
Zhou, XiaPing an Technology (Shenzhen) Co. Ltd., Shenzhen, China
Dong, YanlingQingDao Eye Hospital of Shandong First Medical University
Guo, ZhenQingdao Eye Hospital of Shandong First Medical University
Xie, GuotongPingAn Tech
Lv, ChuanfengPingAn Tech
Lv, BinPingAn Technology (Shenzhen) Co., Ltd
 
10:30-12:00, Paper TuAbPo-06.6 Add to My Program
Deep Learning for High Speed Optical Coherence Elastography
Neidhardt, MaximilianHamburg University of Technology
Bengs, MarcelHamburg University of Technology
Latus, SarahHamburg University of Technology
Schlüter, MatthiasHamburg University of Technology
Saathoff, ThoreHamburg University of Technology
Schlaefer, AlexanderHamburg University of Technology
 
TuAbPo-07 Poster Session, Oakdale Foyer Coral Foyer Add to My Program 
Optical Microscopy and Analysis II  
 
Co-Chair: Jug, FlorianMPI-CBG
 
10:30-12:00, Paper TuAbPo-07.1 Add to My Program
Reservoir Computing for Jurkat T-Cell Segmentation in High Resolution Live Cell Ca2+ Fluorescence Microscopy
Hadaeghi, FatemehInstitute of Computational Neuroscience, Universitätskliniku
Diercks, Björn-PhilippUniversity Medical Center Hamburg-Eppendorf
Wolf, Insa M. A.University Medical Center Hamburg-Eppendorf
Werner, RenéUniversity Medical Center Hamburg-Eppendorf
 
10:30-12:00, Paper TuAbPo-07.2 Add to My Program
Enumeration of Ampicillin-Resistant E. Coli in Blood Using Droplet Microfluidics and High-Speed Image Processing
Li, YiyanFort Lewis College
Cherukury, HemanthUniversity of California - Irvine
Zimak, JanUniversity of California - Irvine
Harrison, JacobFort Lewis College
Peterson, EllenaUniversity of California - Irvine
Zhao, WeianUniversity of California - Irvine
 
10:30-12:00, Paper TuAbPo-07.3 Add to My Program
Single-Molecule Localization Microscopy Reconstruction Using Noise2Noise for Super-Resolution Imaging of Actin Filaments
Lefebvre, JoëlUniversity of Oxford
Javer, AvelinoUniversity of Oxford
Dmitrieva, MariiaUniversity of Oxford
Lewkow, BohdanUniversity of Cambridge
Allgeyer, EdwardUniversity of Cambridge
Sirinakis, GeorgeUniversity of Cambridge
St. Johnston, DanielUniversity of Cambridge
Rittscher, JensUniversity of Oxford
 
10:30-12:00, Paper TuAbPo-07.4 Add to My Program
Ising-GAN: Annotated Data Augmentation with a Spatially Constrained Generative Adversarial Network
Dimitrakopoulos, PanagiotisUniversity of Ioannina
Sfikas, GiorgosUniversity of Ioannina
Nikou, ChristophorosUniversity of Ioannina
 
10:30-12:00, Paper TuAbPo-07.5 Add to My Program
ESCELL: Emergent Symbolic Cellular Language
Chowdhury, AritraGE Research
Kubricht, JamesGE Research
Sood Anup, AnupGE Global Research
Santamaria, AlbertoGE Global Research
Tu, PeterGeneral Electric
 
10:30-12:00, Paper TuAbPo-07.6 Add to My Program
Image-Based Simulations of Tubular Network Formation
Svoboda, DavidMasaryk University
Nečasová, TerezaMasaryk University
 
10:30-12:00, Paper TuAbPo-07.7 Add to My Program
Confocal Imaging of Intercellular Calcium in HeLa Cells for Monitoring Drug-Response: Biophysical Framework for Visualization of the Time-Lapse Images
Gare, SumanIndian Institute of Technology Hyderabad
Saxena, AbhaIndian Institute of Technology Hyderabad,
Giri, LopamudraIndian Institute of Technology Hyderabad
 
10:30-12:00, Paper TuAbPo-07.8 Add to My Program
Estimation of Cell Cycle States of Human Melanoma Cells with Quantitative Phase Imaging and Deep Learning
Henser-Brownhill, TristanUniversity of Manchester
Ju, Robert J.The University of Queensland Institute for Molecular Bioscience,
Haass, Nikolas K.The University of Queensland
Stehbens, Samantha J.The University of Queensland Institute for Molecular Bioscience,
Ballestrem, ChristophWellcome Trust Centre for Cell Matrix Research, School of Biolog
Cootes, Timothy F.Division of Informatics, Imaging & Data Sciences, School of Heal
 
10:30-12:00, Paper TuAbPo-07.9 Add to My Program
Cramer Rao Inequality, Cauchy-Binet Representation and Structural Optimization of Fluorescence Unmixing Experiment
Goun, AlexeiPrinceton University
 
10:30-12:00, Paper TuAbPo-07.10 Add to My Program
Weakly-Supervised Prediction of Cell Migration Modes in Confocal Microscopy Images Using Bayesian Deep Learning
Gupta, AnindyaUppsala University,
Larsson, Veronica JennieKarolinska Institutet
Matuszewski, Damian J.Uppsala University
Strömblad, StaffanKarolinska Institutet
Wählby, CarolinaCentre for Image Analysis and Science for Life Laboratory, Uppsa
 
10:30-12:00, Paper TuAbPo-07.11 Add to My Program
Transcriptome-Supervised Classification of Tissue Morphology Using Deep Learning
Andersson, AxelUppsala University
Partel, GabrieleUppsala University
Solorzano Vargas, Leslie EvelynUppsala University
Wählby, CarolinaCentre for Image Analysis and Science for Life Laboratory, Uppsa
 
10:30-12:00, Paper TuAbPo-07.12 Add to My Program
Extracting Axial Depth and Trajectory Trend Using Astigmatism, Gaussian Fitting, and CNNs for Protein Tracking
Delas Penas, KristoferUniversity of Oxford
Dmitrieva, MariiaUniversity of Oxford
Lefebvre, JoëlUniversity of Oxford
Zenner, HelenUniversity of Cambridge
Allgeyer, EdwardUniversity of Cambridge
Booth, MartinUniversity of Oxford
St. Johnston, DanielUniversity of Cambridge
Rittscher, JensUniversity of Oxford
 
TuAbPo-08 Poster Session, Oakdale Foyer Coral Foyer Add to My Program 
Videoscopy Processing  
 
Chair: Sage, DanielEcole Polytechnique Federale De Lausanne (EPFL)
 
10:30-12:00, Paper TuAbPo-08.1 Add to My Program
Multi-Frame Ct-Video Registration for 3d Airway-Wall Analysis
Byrnes, PatrickPenn State Erie - the Behrend College
Higgins, WilliamPenn State University
 
10:30-12:00, Paper TuAbPo-08.2 Add to My Program
Photoshopping Colonoscopy Video Frames
LIu, YuyuanUniversity of Adelaide
Tian, YuUniversity of Adelaide
Maicas Suso, GabrielThe University of Adelaide
Pu, LeonardoUniversity of Adelaide
Singh, RajvinderUniversity of Adelaide
Verjans, JohanAustralian Institute for Machine Learning
Carneiro, GustavoUniversity of Adelaide
 
10:30-12:00, Paper TuAbPo-08.3 Add to My Program
A Deep Learning Approach to Video Fluoroscopic Swallowing Exam Classification
Wilhelm, PatrickUniversity of Iowa
Reinhardt, Joseph M.The University of Iowa
Van Daele, DouglasDepartment of Otolaryngology, Carver College of Medicine
 
10:30-12:00, Paper TuAbPo-08.4 Add to My Program
Recurrent Neural Networks for Compressive Video Reconstruction
Lorente Mur, AntonioINSA Lyon, CREATIS
Peyrin, FrancoiseUniversité De Lyon, CNRS UMR 5220, INSERM U1206, INSA Lyon
Ducros, NicolasINSA Lyon, CREATIS
 
10:30-12:00, Paper TuAbPo-08.5 Add to My Program
Reduce False-Positive Rate by Active Learning for Automatic Polyp Detection in Colonoscopy Videos
Guo, ZheThe University of Aizu
Zhang, RuiyaoThe University of Aizu
Li, QinThe University of Aizu
Liu, XinkaiThe University of Aizu
Nemoto, DaikiAizu Medical Center, Fukushima Medical University
Togashi, KazutomoAizu Medical Center, Fukushima Medical University
Niroshana S.M, IsuruThe University of Aizu
Shi, YuchenThe University of Aizu
Zhu, XinThe University of Aizu
 
10:30-12:00, Paper TuAbPo-08.6 Add to My Program
Screening for Barrett's Esophagus with Probe-Based Confocal Laser Endomicroscopy Videos
Pulido, J. VinceUniversity of Virginia,
Guleria, ShanUniversity of Virginia School of Medicine
Ehsan, LubainaUniversity of Virginia, School of Medicine, Department of Pediat
Shah, TilakHunter Holmes McGuire VA Medical Center
Syed, SanaUniversity of Virginia, School of Medicine, Department of Pediat
Brown, DonaldUniversity of Virginia
 
TuAbPo-09 Poster Session, Oakdale Foyer Coral Foyer Add to My Program 
Abstract Posters: Medical Imaging and Analysis  
 
Chair: Aggarwal, Hemant KumarUniversity of Iowa
 
10:30-12:00, Paper TuAbPo-09.2 Add to My Program
HEALPix View-Order for 3D+time Radial Self-Navigated Motion-Corrected ZTE MRI
Corum, Curtis AndrewChampaign Imaging LLC
Kruger, StanleyUniversity of Iowa
Magnotta, Vincent AlfonsoUniversity of Iowa
 
10:30-12:00, Paper TuAbPo-09.3 Add to My Program
Phase Constrained Joint Deblurring and Water-Fat Separation for Mr Spiral Imaging
Peng, XiMayo Clinic
Wang, DinghuiUniversity of Toronto
Chao, TzuchengMayo Clinic
Pipe, JamesMayo Clinic
 
10:30-12:00, Paper TuAbPo-09.4 Add to My Program
Gamma Kurtosis Model in Diffusion-Relaxometry Signal Prediction
Bogusz, FabianAGH University of Science and Technology, Kraków
Pieciak, TomaszAGH University of Science and Technology, Kraków
Afzali, MaryamCardiff University Brain Research Imaging Center
Pizzolato, MarcoÉcole Polytechnique Fédérale De Lausanne
Aja-Fernandez, SantiagoUniversidad De Valladolid
Jones, DerekCardiff University Brain Research Imaging Center
 
10:30-12:00, Paper TuAbPo-09.5 Add to My Program
Novel Application of Nonlinear Apodization for Medical Imaging
Arndt, JeffreyIntegrity Applications Incorporated
Kight, LaurenCentauri
Calderon, Armando MedinaCentauri
Lew, JasonCentauri
 
10:30-12:00, Paper TuAbPo-09.6 Add to My Program
A Transmission-Less Attenuation Compensation Method for Brain Spect Imaging
Yu, ZitongEnter an Organization
Rahman, Md AshequrWashington University in St. Louis
Jha, AbhinavWashington University in St. Louis
 
10:30-12:00, Paper TuAbPo-09.7 Add to My Program
State Estimation in Dynamic Radial Golden Angle MRI
Wettenhovi, Ville-VeikkoUniversity of Eastern Finland
Kolehmainen, VilleUniversity of Kuopio
Kettunen, MikkoUniversity of Eastern Finland
Grohn, OlliUniversity of Eastern Finland
Vauhkonen, MarkoUniversity of Kuopio Kuopio
 
10:30-12:00, Paper TuAbPo-09.8 Add to My Program
Double-View Global 2D-3D Registration on Cerebral Angiograms
Jin, PanThe Chinese University of Hong Kong
Min, ZheChinese University of Hong Kong
Meng, Max Q.-H.The Chinese University of Hong Kong
 
10:30-12:00, Paper TuAbPo-09.9 Add to My Program
Automated Instance Segmentation and Keypoint Detection for Spine Imaging Analysis
Suri, AbhinavUniversity of Pennsylvania School of Medicine
Beyrer, PatrickUniversity of Pennsylvania
Jankelovits, AmandaUniversity of Pennsylvania
Golden, JacquelineUniversity of Pennsylvania School of Medicine
Baoer, LiUniversity of Pennsylvania
Rajapakse, ChamithUniversity of Pennsylvania
 
10:30-12:00, Paper TuAbPo-09.10 Add to My Program
Automatic Segmentation of Enlarged Perivascular Spaces Using T-Test Loss in Mr Images
Yang, EhwaSamsung Medical Center / Sungkyunkwan University School of Medic
Moon, Won-JinKonkuk University
Kim, Jae-HunSamsung Medical Center
 
10:30-12:00, Paper TuAbPo-09.11 Add to My Program
An Estimation-Based Method for 3D Segmentation of DaT-Scan SPECT Images
Sol Moon, HaeWashington University in St. Louis
Liu, ZipingWashington University in St. Louis
Ponisio, MariaWashington University in St. Louis
Laforest, RichardWashington University in St. Louis
Jha, AbhinavWashington University in St. Louis
 
10:30-12:00, Paper TuAbPo-09.12 Add to My Program
Journal Paper: Image Synthesis in Multi-Contrast MRI with Conditional Generative Adversarial Networks
Dar, Salman Ul HassanBilkent University
Yurt, MahmutBilkent University
Karacan, LeventHacettepe University
Erdem, AykutHacettepe University
Erdem, ErkutHacettepe University
Cukur, TolgaBilkent University
 
TuAbPo-10 Poster Session, Oakdale Foyer Coral Foyer Add to My Program 
Abstract Posters: Microscopy and OCT  
 
Chair: Park, HyoungjunKorea Advanced Institute of Science and Technology
 
10:30-12:00, Paper TuAbPo-10.1 Add to My Program
Cell Detection from Brain Histology Using Artificial Neural Network
Mladinov, MihovilUniversity of California San Francisco
Grinberg, Lea T.University of California San Francisco
Miramontes-Lizarraga, SilviaUniversity of California Berkeley
Ushizima, DanielaLawrence Berkeley National Laboratory
 
10:30-12:00, Paper TuAbPo-10.2 Add to My Program
Detection of Micro-Fractures in Intravascular Optical Coherence Tomography (ivoct) Images after Treating Coronary Arteries with Shockwave Intravascular Lithotripsy (ivl)
Gharaibeh, YazanCase Western Reserve University
Dong, PengfeiUniversity of Nebraska Lincoln
Lee, JuhwanCase Western Reserve University
Zimin, VladislavUniversity Hospitals Cleveland Medical Center
Dallan, Luis AugustoUniversity Hospitals Cleveland Medical Center - Case Western Res
Illindala, UdayShockwave Medical Inc
Bezerra, HiramUniversity Hospitals
Gu, LinxiaFlorida Institute of Technology
Wilson, DavidCase Western Reserve University
 
10:30-12:00, Paper TuAbPo-10.3 Add to My Program
Deep Learning in Image Classification: Disentangling Biological Signal from Experimental Noise in Cellular Microscopy Data Using Control Delta Matrix
Bae, Hye RyeongStanford University
Kim, JonathanStanford University
Kwon, Yong NamStanford University
 
10:30-12:00, Paper TuAbPo-10.5 Add to My Program
Advanced Computational Methods Play Pivotal Role to Answer Fundamental Biological Questions
Hossain, M. JuliusEuropean Molecular Biology Laboratory
Ellenberg, JanEuropean Molecular Biology Laboratory
 
TuAcPl Plenary, Coral ABC Add to My Program 
Tuesday Plenary  
 
Chair: Sonka, MilanUniversity of Iowa
Co-Chair: Ye, Jong ChulKorea Advanced Inst of Science & Tech
 
12:00-13:00, Paper TuAcPl.1 Add to My Program
From Biophotonics to MRI: Imaging the Mechanism of Tumor Cell Dissemination During Metastasis
Condeelis, JohnAlbert Einstein College of Medicine
 
TuPaO1 Oral Session, Oakdale I-II Add to My Program 
Brain Connectivity  
 
Chair: Riklin Raviv, TammyBen-Gurion University
 
14:30-14:45, Paper TuPaO1.1 Add to My Program
Prediction of Language Impairments in Children Using Deep Relational Reasoning with DWI Data
Banerjee, SoumyanilWayne State University
Dong, MingWayne State University
Lee, Min-HeeWayne State University School of Medicine
O'Hara, NolanWayne State University
Asano, EishiDepartments of Pediatrics and Neurology, Wayne State University
Jeong, Jeong-WonWayne State University School of Medicine
 
14:45-15:00, Paper TuPaO1.2 Add to My Program
Enriching Statistical Inferences on Brain Connectivity for Alzheimer's Disease Analysis Via Latent Space Graph Embedding
Ma, XinThe University of Texas at Arlington
Wu, GuorongUniversity of North Carolina at Chapel Hill
Kim, Won HwaUniversity of Texas at Arlington
 
15:00-15:15, Paper TuPaO1.3 Add to My Program
Mapping Cerebral Connectivity Changes after Mild Traumatic Brain Injury in Older Adults Using Diffusion Tensor Imaging and Riemannian Matching of Elastic Curves
Irimia, AndreiUniversity of Southern California
Fan, DiUniversity of Southern California
Chaudhari, NikhilUniversity of Southern California
Ngo, VanUniversity of Southern California
Zhang, FanHarvard Medical School
Joshi, ShantanuAhmanson-Lovelace Brain Mapping Center, Department of Neurology,
O'Donnell, LaurenBWH
 
15:15-15:30, Paper TuPaO1.4 Add to My Program
Analysis of Consistency in Structural and Functional Connectivity of Human Brain
Osmanlioglu, YusufUniversity of Pennsylvania
Antony Alappatt, JacobUniversity of Pennsylvania
Parker, DrewUniversity of Pennsylvania
Verma, RaginiUniversity of Pennsylvania
 
15:30-15:45, Paper TuPaO1.5 Add to My Program
Functional Multi-Connectivity: A Novel Approach to Assess Multi-Way Entanglement between Networks and Voxels
Iraji, ArminGeorgia State University
Lewis, NoahMIND Institute
Faghiri, AshkanUniversity of New Mexico
Fu, ZeningUniversity of Hongkong
DeRamus, ThomasTri-Institutional Center for Translational Research in Neuroimag
Abrol, AneesGeorgia State University, the Mind Research Network
Qi, ShileBrainnetome Center & National Laboratory of Pattern Recognition,
Calhoun, VinceThe Mind Research Network/University of New Mexico
 
15:45-16:00, Paper TuPaO1.6 Add to My Program
Agglomerative Region-Based Analysis
Higger, MattHarvard Medical School
Wassermann, DemianInria
Shenton, MarthaBrigham and Women's Hosptial, Harvard Medical School
Bouix, SylvainPsychiatry Neuroimaging Laboratory
 
TuPaO2 Oral Session, Oakdale III Add to My Program 
Machine Learning and Pattern Recognition Methods  
 
Chair: Moradi, MehdiIBM Research
Co-Chair: Duan, QiNIH
 
14:30-14:45, Paper TuPaO2.1 Add to My Program
Class-Center Involved Triplet Loss for Skin Disease Classification on Imbalanced Data
Lei, WeixianSun Yat-Sen University
Zhang, RongSun Yat-Sen University
Yang, YangSun Yat-Sen University
Wang, RuixuanSun Yat-Sen University
Zheng, Wei-ShiSchool of Data and Computer Science, Sun Yat-Sen University
 
14:45-15:00, Paper TuPaO2.2 Add to My Program
Discovering Salient Anatomical Landmarks by Predicting Human Gaze
Droste, RichardUniversity of Oxford
Chatelain, PierreUniversity of Oxford
Drukker, LiorNuffield Department of Women’s and Reproductive Health, Universi
Sharma, HarshitaUniversity of Oxford
Papageorghiou, ArisNuffield Department of Obstetrics and Gynaecology, John Ra
Noble, J AlisonUniversity of Oxford
 
15:00-15:15, Paper TuPaO2.3 Add to My Program
Earthmover-Based Manifold Learning for Analyzing Molecular Conformation Spaces
Zelesko, NathanBrown University
Moscovich, AmitPrinceton University
Kileel, JoePrinceton University
Singer, AmitPrinceton University
 
15:15-15:30, Paper TuPaO2.4 Add to My Program
Semi-Supervised Cervical Dysplasia Classification with Learnable Graph Convolutional Network
Ou, YanglanPenn State University
Xue, YuanPenn State University
Yuan, YeCarnegie Mellon University
Xu, TaoLehigh University
Pisztora, VincentPennsylvania State University
Li, JiaThe Pennsylvania State University
Huang, XiaoleiThe Pennsylvania State University
 
15:30-15:45, Paper TuPaO2.5 Add to My Program
Separation of Metabolite and Macromolecule Signals for 1H-MRSI Using Learned Nonlinear Models
Li, YahangUniversity of Illinois Urbana-Champaign
Wang, ZepengUniversity of Illinois at Urbana-Champaign
Lam, FanUniversity of Illinois at Urbana Champaign
 
15:45-16:00, Paper TuPaO2.6 Add to My Program
The Ladder Algorithm: Finding Repetitive Structures in Medical Images by Induction
Windsor, RhydianUniversity of Oxford
Jamaludin, AmirUnversity of Oxford
 
TuPaO3 Oral Session, Oakdale IV-V Add to My Program 
Heart Imaging and Segmentation  
 
Chair: Ledesma-Carbayo, Maria J.Universidad Politécnica De Madrid
Co-Chair: Metaxas, DimitrisRutgers University
 
14:30-14:45, Paper TuPaO3.1 Add to My Program
A Semi-Supervised Joint Learning Approach to Left Ventricular Segmentation and Motion Tracking in Echocardiography
Ta, KevinminhYale University
Ahn, ShawnYale University
Lu, AllenYale University
Stendahl, JohnYale University
Sinusas, AlbertYale University
Duncan, JamesYale University
 
14:45-15:00, Paper TuPaO3.2 Add to My Program
Efficient Aortic Valve Multilabel Segmentation Using a Spatial Transformer Network
Pak, Daniel HyungseokYale University
Caballero, AndresGeorgia Institute of Technology
Sun, WeiGeorgia Institute of Technology
Duncan, JamesYale University
 
15:00-15:15, Paper TuPaO3.3 Add to My Program
Coronary Wall Segmentation in CCTA Scans Via a Hybrid Net with Contours Regularization
Huang, KaikaiThe University of Tokyo
Tejero-de-Pablos, AntonioThe University of Tokyo
Yamane, HiroakiThe 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
 
15:15-15:30, Paper TuPaO3.4 Add to My Program
Free-Breathing Cardiovascular MRI Using a Plug-And-Play Method with Learned Denoiser
Liu, SizhuoThe Ohio State University
Reehorst, EdwardOhio State University
Schniter, PhilipThe Ohio State University
Ahmad, RizwanOhio State University
 
15:30-15:45, Paper TuPaO3.5 Add to My Program
Soft-Label Guided Semi-Supervised Learning for Bi-Ventricle Segmentation in Cardiac Cine Mri
Chang, QiRutgers University
Yan, ZhennanRutgers, the State University of New Jersey
Lou, YixuanRutgers University
Axel, LeonNYU Medical Center
Metaxas, DimitrisRutgers University
 
15:45-16:00, Paper TuPaO3.6 Add to My Program
Automated Left Atrial Segmentation from Magnetic Resonance Image Sequences Using Deep Convolutional Neural Network with Autoencoder
Ghosh, ShrimantiUniversity of Alberta, Canada
Ray, NilanjanUniversity of Alberta
Boulanger, PierreUniversity of Alberta
Punithakumar, KumaradevanUniversity of Alberta
Noga, MichelleUniversity of Alberta
 
TuPbPo Oakdale Foyer Coral Foyer
Tuesday Poster PM Poster Session
 
16:00-17:30, Subsession TuPbPo-01, Oakdale Foyer Coral Foyer
Image Synthesis   Poster Session, 11 papers
 
16:00-17:30, Subsession TuPbPo-02, Oakdale Foyer Coral Foyer
Ultrasound Imaging and Analysis II   Poster Session, 9 papers
 
16:00-17:30, Subsession TuPbPo-03, Oakdale Foyer Coral Foyer
Lung, Chest, and Airways Image Analysis II   Poster Session, 10 papers
 
16:00-17:30, Subsession TuPbPo-04, Oakdale Foyer Coral Foyer
Machine Learning for Brain Studies II   Poster Session, 9 papers
 
16:00-17:30, Subsession TuPbPo-05, Oakdale Foyer Coral Foyer
Heart Imaging and Analysis II   Poster Session, 7 papers
 
16:00-17:30, Subsession TuPbPo-06, Oakdale Foyer Coral Foyer
Optical Coherence Tomography II   Poster Session, 6 papers
 
16:00-17:30, Subsession TuPbPo-07, Oakdale Foyer Coral Foyer
Skin Imaging & Analysis   Poster Session, 7 papers
 
16:00-17:30, Subsession TuPbPo-08, Oakdale Foyer Coral Foyer
Abstract Posters: Machine Learning Methods   Poster Session, 11 papers
 
TuPbPo-01 Poster Session, Oakdale Foyer Coral Foyer Add to My Program 
Image Synthesis  
 
Chair: Goldberger, JacobBar-Ilan University
Co-Chair: Sheet, DebdootIndian Institute of Technology Kharagpur
 
16:00-17:30, Paper TuPbPo-01.1 Add to My Program
Generating Controllable Ultrasound Images of the Fetal Head
Lok Hin, LeeUniversity of Oxford
Noble, J AlisonUniversity of Oxford
 
16:00-17:30, Paper TuPbPo-01.2 Add to My Program
Learning a Self-Inverse Network for Bidirectional MRI Image Synthesis
Shen, ZengmingUniversity of Illinois at Urbana Champaign
Chen, YifanZhejiang University
Zhou, Shaohua KevinSiemens Corporate Research
Georgescu, BogdanSiemens Corporation, Corporate Technology
Liu, XuqiUniversity of Miami
Huang, ThomasUIUC
 
16:00-17:30, Paper TuPbPo-01.3 Add to My Program
Virtual Staining for Mitosis Detection in Breast Histopathology
Mercan, CanerRadboud University Medical Center
Mooij, GermondaRadboud University Medical Center, Radboud University
Tellez Martin, DavidRadboud University Medical Center
Lotz, JohannesFraunhofer MEVIS
Weiss, NickFraunhofer MEVIS
van Gerven, MarcelRadboud University Nijmegen
Ciompi, FrancescoRadboud University Medical Center
 
16:00-17:30, Paper TuPbPo-01.4 Add to My Program
3D Conditional Adversarial Learning for Synthesizing Microscopic Neuron Image Using Skeleton-To-Neuron Translation
Tang, ZihaoUniversity of Sydney
Zhang, DonghaoUniversity of Sydney
Song, YangUniversity of New South Wales
Wang, HengThe University of Sydney
Liu, DongnanThe University of Sydney
Zhang, ChaoyiThe University of Sydney
Liu, SiqiSiemens Healthineers
Peng, HanchuanAllen Institute for Brain Science
Cai, WeidongUniversity of Sydney
 
16:00-17:30, Paper TuPbPo-01.5 Add to My Program
Zero-Shot Adaptation to Simulate 3D Ultrasound Volume by Learning a Multilinear Separable 2D Convolutional Neural Network
Mooga, AnandIndian Institute of Technology Kharagpur, India
Sethuraman, RamanathanIntel
Sheet, DebdootIndian Institute of Technology Kharagpur
 
16:00-17:30, Paper TuPbPo-01.6 Add to My Program
MRI to CT Synthesis of the Lumbar Spine from a Pseudo-3D Cycle Gan
Oulbacha, RedaPolytechnique Montreal
Kadoury, SamuelPolytechnique Montreal
 
16:00-17:30, Paper TuPbPo-01.7 Add to My Program
Open-Set Oct Image Recognition with Synthetic Learning
Xiao, YutingShanghaiTech University
Gao, ShenghuaShanghaiTech University
Chai, ZhenjieShanghaitech University
Zhou, KangShanghaiTech University
Zhang, TianyangCixi Institute of Biomedical Engineering, Ningbo Institute of In
Zhao, YitianChinese Academy of Sciences
Cheng, JunInstitute of Biomedical Engineering, Chinese Academy of Sciences
Liu, JiangSouthern University of Science and Technology
 
16:00-17:30, Paper TuPbPo-01.8 Add to My Program
Synthesis and Edition of Ultrasound Images Via Sketch Guided Progressive Growing GANs
Liang, JiaminShenzhen University
Yang, XinThe Chinese University of Hong Kong
Li, HaomingSHENZHEN University
Wang, YiShenzhen University
Manh, The VanShenzhen University
Dou, HaoranShenzhen University
Chen, ChaoyuShenzhen University
Fang, JinghuiGuangzhou Medical University
Liang, XiaowenGuangzhou Medical University
Mai, ZixinGuangzhou Medical University
Zhu, GuowenSHENZHEN University
Chen, ZhiyiGuangzhou Medical University
Ni, DongShenzhen University
 
16:00-17:30, Paper TuPbPo-01.9 Add to My Program
Controllable Skin Lesion Synthesis Using Texture Patches, Bezier Curves and Conditional GANs
Borges Oliveira, Dario AugustoIBM Research
 
16:00-17:30, Paper TuPbPo-01.10 Add to My Program
Multi-Modality Generative Adversarial Networks with Tumor Consistency Loss for Brain Mr Image Synthesis
Xin, BingyuTsinghua University
Hu, YifanTencent Youtu Lab
Zheng, YefengTencent Youtu Lab
Liao, HongenTsinghua University;
 
16:00-17:30, Paper TuPbPo-01.11 Add to My Program
3D Ultrasound Generation from Partial 2D Observations Using Fully Convolutional and Spatial Transformation Networks
Mezheritsky, TalPolytechnique Montreal
Vazquez Romaguera, LisetPolytechnique Montreal
Kadoury, SamuelPolytechnique Montreal
 
TuPbPo-02 Poster Session, Oakdale Foyer Coral Foyer Add to My Program 
Ultrasound Imaging and Analysis II  
 
Chair: Lavarello, RobertoPontificia Universidad Catolica Del Peru
Co-Chair: Noble, J AlisonUniversity of Oxford
 
16:00-17:30, Paper TuPbPo-02.1 Add to My Program
Transformation Elastography: Converting Anisotropy to Isotropy
Guidetti, MartinaUniversity of Illinois at Chicago
Klatt, DieterThe University of Illinois at Chicago
Royston, ThomasUniversity of Illinois at Chicago
 
16:00-17:30, Paper TuPbPo-02.2 Add to My Program
CEUS-Net: Lesion Segmentation in Dynamic Contrast-Enhanced Ultrasound with Feature-Reweighted Attention Mechanism
Wan, PengNanjing University of Aeronautics and Astronautics
Chen, FangNanjing University of Aeronautics and Astronautics
Zhu, XiaoweiNanjing University of Aeronautics and Astronautics
Liu, ChunruiDepartment of Ultrasound, Drum Tower Hospital, the Affiliated Ho
Zhang, YidanDepartment of Ultrasound, Nanjing Drum Tower Hospital, the Affilia
Kong, WentaoDrumtower Hospital, Medical College of Nanjing University
Zhang, DaoqiangNanjing University of Aeronautics and Astronautics
 
16:00-17:30, Paper TuPbPo-02.3 Add to My Program
H-Scan Format for Classification of Ultrasound Scatterers and Matched Comparison to Histology Measurements
Khairalseed, MawiaUniversity of Texas at Dallas
Rijal, GirdhariUniversity of Texas at Dallas
Hoyt, KennethUniversity of Texas at Dallas
 
16:00-17:30, Paper TuPbPo-02.4 Add to My Program
Remove Appearance Shift for Ultrasound Image Segmentation Via Fast and Universal Style Transfer
Liu, ZhendongShenzhen University
Yang, XinThe Chinese University of Hong Kong
Liu, ShengfengShenzhen University
Gao, RuiShenzhen University
Dou, HaoranShenzhen University
He, ShuangchiSchool of Biomedical Engineering, Shenzhen University
Huang, YuhaoShenzhen University
Huang, YankaiShenzhen Luohu Hospital Group Luohu People's Hospital, the Thir
Zhang, YuanjiShenzhen Luohu Group Luohu People's Hospital,The Third Af
Luo, HuanjiaThe Second Clinical Medical College of Jinan University, Shenzhe
Xiong, YiShenzhen Luohu People's Hospital, the Third Affiliated Hospital, S
Ni, DongShenzhen University
 
16:00-17:30, Paper TuPbPo-02.5 Add to My Program
Region Proposal Network with IoU-Balance Loss and Graph Prior for Landmark Detection in 3D Ultrasound
Chen, ChaoyuShenzhen University
Yang, XinThe Chinese University of Hong Kong
Huang, RuobingShenzhen University
Shi, WenlongShenzhen University
Liu, ShengfengShenzhen University
Lin, MingrongShenzhen Uniwersity
Huang, YuhaoShenzhen University
Yang, YongShenzhen University
Zhang, YuanjiShenzhen Luohu Group Luohu People's Hospital,The Third Af
Luo, HuanjiaThe Second Clinical Medical College of Jinan University, Shenzhe
Huang, YankaiShenzhen Luohu Hospital Group Luohu People's Hospital, the Thir
Xiong, YiShenzhen Luohu People's Hospital, the Third Affiliated Hospital, S
Ni, DongShenzhen University
 
16:00-17:30, Paper TuPbPo-02.6 Add to My Program
Breast Lesion Segmentation in Ultrasound Images with Limited Annotated Data
Behboodi, BaharehConcordia University
Amiri, MinaConcordia University
Brooks, RupertNuance Communications and Concordia University
Rivaz, HassanConcordia University
 
16:00-17:30, Paper TuPbPo-02.7 Add to My Program
Three-Dimensional Voxel-Level Classification of Ultrasound Scattering
Tai, HaoweiUniversity of Texas at Dallas
Dolui, SwapnilUniversity of Texas at Dallas
Khairalseed, MawiaUniversity of Texas at Dallas
Hoyt, KennethUniversity of Texas at Dallas
 
16:00-17:30, Paper TuPbPo-02.8 Add to My Program
Automated Meshing of Anatomical Shapes for Deformable Medial Modeling: Application to the Placenta in 3d Ultrasound
Pouch, AlisonUniversity of Pennsylvania
Yushkevich, PaulUniversity of Pennsylvania
Aly, AbdullahUniversity of Pennsylvania
Woltersom, AlexanderUniversity of Pennsylvania
Okon, EdidiongUniversity of Pennsylvania
Aly, AhmedUniversity of Pennsylvania
Yushkevich, NatalieUniversity of Pennsylvania
Parameshwaran, ShobhanaUniversity of Pennsylvania
Wang, JiancongPICSL Lab, University of Pennsylvannia
Oguz, BarisUniversity of Pennsylvania
Gee, JamesUniversity of Pennsylvania
Oguz, IpekVanderbilt University
Schwartz, NadavUniversity of Pennsylvania
 
16:00-17:30, Paper TuPbPo-02.9 Add to My Program
Self-Supervised Representation Learning for Ultrasound Video
Jiao, JianboUniversity of Oxford
Droste, RichardUniversity of Oxford
Drukker, LiorNuffield Department of Women’s and Reproductive Health, Universi
Papageorghiou, ArisNuffield Department of Obstetrics and Gynaecology, John Ra
Noble, J AlisonUniversity of Oxford
 
TuPbPo-03 Poster Session, Oakdale Foyer Coral Foyer Add to My Program 
Lung, Chest, and Airways Image Analysis II  
 
 
16:00-17:30, Paper TuPbPo-03.1 Add to My Program
A Robust Network Architecture to Detect Normal Chest X-Ray Radiographs
Wong, Ken C. L.IBM Research - Almaden Research Center
Moradi, MehdiIBM Research
Wu, Joy Tzung-yuIBM Research - Almaden
Pillai, AnupIBM Research
Sharma, ArjunIBM
Gur, YanivIBM Almaden Research Center
Ahmad, HassanIBM
Wunnava, VenkateswarDeccan Hospital
Chiranjeevi, JDeccan Hospital
Polaka, Kiran Kumar ReddyDeccan Hospital
Chowdary, Minnekanti SunilDeccan Hospital
Reddy, DcOsmania University
Syeda-Mahmood, TanveerIBM Almaden Research Center
 
16:00-17:30, Paper TuPbPo-03.2 Add to My Program
Estimating Local Tissue Expansion in Thoracic Computed Tomography Images Using Convolutional Neural Networks
Gerard, Sarah E.Brigham Women's Hospital and Harvard Medical School
Reinhardt, Joseph M.The University of Iowa
Christensen, Gary E.The University of Iowa
San Jose Estepar, RaulBrigham Women's Hospital and Harvard Medical School
 
16:00-17:30, Paper TuPbPo-03.3 Add to My Program
Improving Lung Nodule Detection with Learnable Non-Maximum Suppression
Capia Quispe, Elvis RusnelUniversity of Campinas
Melo e Sousa, AzaelUnicamp
Falcao, Alexandre XavierUniversity of Campinas
 
16:00-17:30, Paper TuPbPo-03.4 Add to My Program
DeepSEED: 3D Squeeze-And-Excitation Encoder-Decoder Convolutional Neural Networks for Pulmonary Nodule Detection
Li, YuemengUniversity of Pennsylvania
Fan, YongUniversity of Pennsylvania
 
16:00-17:30, Paper TuPbPo-03.5 Add to My Program
Lung Nodule Malignancy Classification Based on NLSTx Data
Veasey, BenjaminUniversity of Louisville
Farhangi, Mohammad MehdiUniversity of Louisville
Frigui, HichemUniversity of Louisville
Broadhead, JustinUniversity of Louisville
Dahle, MichaelUniversity of Louisville
Pezeshk, AriaU.S. Food and Drug Administration
Seow, AlbertUniversity of Louisville
Amini, AmirUniversity of Louisville
 
16:00-17:30, Paper TuPbPo-03.6 Add to My Program
Relational Learning between Multiple Pulmonary Nodules Via Deep Set Attention Transformers
Yang, JianchengShanghai Jiao Tong University
Deng, HaoranShanghai Jiao Tong University
Huang, XiaoyangShanghai Jiao Tong University
Ni, BingbingShanghai Jiao Tong University
Xu, YiShanghai Jiao Tong University
 
16:00-17:30, Paper TuPbPo-03.7 Add to My Program
Localization of Critical Findings in Chest X-Ray without Local Annotations Using Multi-Instance Learning
Schwab, EvanPhilips Research North America
Gooßen, AndrePhilips Research Germany
Deshpande, HrishikeshPhilips Research, Hamburg, Germany
Saalbach, AxelPhilips GmbH, Innovative Technologies
 
16:00-17:30, Paper TuPbPo-03.8 Add to My Program
Locally Adaptive Half-Max Methods for Airway Lumen-Area and Wall-Thickness and Their Repeat CT Scan Reproducibility
Nadeem, Syed AhmedUniversity of Iowa
Hoffman, EricUniversity of Iowa
Comellas, AlejandroDepartment of Internal Medicine, University of Iowa, Iowa City,
Saha, Punam K.University of Iowa
 
16:00-17:30, Paper TuPbPo-03.9 Add to My Program
Airway Segmentation in Speech MRI Using the U-Net Architecture
Erattakulangara, SubinUniversity of Iowa
Lingala, Sajan GoudThe University of Iowa
 
16:00-17:30, Paper TuPbPo-03.10 Add to My Program
Assessment of Lung Biomechanics in COPD Using Image Registration
Pan, YueUniversity of Iowa
Christensen, Gary E.The University of Iowa
Durumeric, OguzUniversity of Iowa
Gerard, SarahThe University of Iowa
Bhatt, Surya P.University of Alabama at Birmingham, Birmingham
Barr, R. GrahamColumbia University Medical Center
Hoffman, EricUniversity of Iowa
Reinhardt, Joseph M.The University of Iowa
 
TuPbPo-04 Poster Session, Oakdale Foyer Coral Foyer Add to My Program 
Machine Learning for Brain Studies II  
 
Chair: Bas, ErhanGeneral Electrics
Co-Chair: Freiman, MotiTechnion - Israel Institute of Technology
 
16:00-17:30, Paper TuPbPo-04.1 Add to My Program
Walking Imagery Evaluation Based on Multi-View Features and Stacked Denoising Auto-Encoder Network
Liang, EnminShenzhen University
Lei, BaiyingShenzhen University
Elazab, AhmedShenzhen University
Liang, ShuangChinese Academy of Sciences
Wang, QiongShenzhen Institutes of Advanced Technology, Chinese Academy of S
Wang, TianfuShenzhen University
 
16:00-17:30, Paper TuPbPo-04.2 Add to My Program
Temporally Adaptive-Dynamic Sparse Network for Modeling Disease Progression
Zhang, JieArizona State University
Wang, YalinArizona State University
 
16:00-17:30, Paper TuPbPo-04.3 Add to My Program
Bayesian Skip-Autoencoders for Unsupervised Hyperintense Anomaly Detection in High Resolution Brain MRI
Baur, ChristophTU Munich
Wiestler, BenediktDept. of Neuroradiology, TU Munich University Hospital
Albarqouni, ShadiETH Zurich
Navab, NassirTU Munich
 
16:00-17:30, Paper TuPbPo-04.4 Add to My Program
Learning to Detect Brain Lesions from Noisy Annotations
Karimi, DavoodBoston Children's Hospital, Harvard Medical School
Peters, JurriaanBoston Children's Hospital
Ouaalam, AbdelhakimBoston Childrens Hospital
Prabhu, SanjayBoston Children's Hospital, Harvard Medical School
Sahin, MustafaBoston Children's Hospital
Krueger, Darcy ACincinnati Children's Hospital Medical Center
Kolevzon, AlexanderSeaver Autism Center for Research and Treatment, Icahn School Of
Eng, CharisGenomic Medicine Institute, Cleveland Clinic
Warfield, Simon K.Harvard Medical School
Gholipour, AliChildren's Hospital Boston and Harvard Medical School
 
16:00-17:30, Paper TuPbPo-04.5 Add to My Program
A High-Powered Brain Age Prediction Model Based on Convolutional Neural Network
Rao, GuangxiangInstitute of Automation, Chinese Academy of Sciences
Li, AngInstitute of Automation, Chinese Academy of Sciences
Liu, YongChinese Academy of Sciences
Liu, BingInstitute of Automation, Chinese Academy of Sciences
 
16:00-17:30, Paper TuPbPo-04.6 Add to My Program
Deep Network-Based Feature Selection for Imaging Genetics: Application to Identifying Biomarkers for Parkinson’s Disease
Kim, MansuUniversity of Pennsylvania
Won, Ji HyeSungkyunkwan University
Hong, JisuSungkyunkwan University
Kwon, JunmoSungkyunkwan University
Park, HyunjinSungkyunkwan University
Shen, LiUniversity of Pennsylvania
 
16:00-17:30, Paper TuPbPo-04.7 Add to My Program
Deep Multimodal Brain Network Learning for Joint Analysis of Structural Morphometry and Functional Connectivity
Zhang, WenSchool of Computing, Informatics, and Decision Systems Engineeri
Wang, YalinArizona State University
 
16:00-17:30, Paper TuPbPo-04.8 Add to My Program
Adaptive Weighted Minimax-Concave Penalty Based Dictionary Learning for Brain MR Images
Pokala, Praveen KumarIndian Institute of Science, Bangalore
Chemudupati, SatvikIndian Institute of Science
Seelamantula, Chandra SekharIndian Institute of Science, Bangalore
 
16:00-17:30, Paper TuPbPo-04.9 Add to My Program
Automatic Depression Detection Via Facial Expressions Using Multiple Instance Learning
Wang, YanfeiIBM
Ma, JieIBM
Hao, BIboIBM
Hu, PengweiIBM
Wang, XiaoqianPeking University
Mei, JingIBM
Li, ShaochunIBM
 
TuPbPo-05 Poster Session, Oakdale Foyer Coral Foyer Add to My Program 
Heart Imaging and Analysis II  
 
 
16:00-17:30, Paper TuPbPo-05.1 Add to My Program
Automatic Determination of the Fetal Cardiac Cycle in Ultrasound Using Spatio-Temporal Neural Networks
Lok Hin, LeeUniversity of Oxford
Noble, J AlisonUniversity of Oxford
 
16:00-17:30, Paper TuPbPo-05.2 Add to My Program
A Myocardial T1-Mapping Framework with Recurrent and U-Net Convolutional Neural Networks
Jeelani, HarisUniversity of Virginia
Yang, YangIcahn School of Medicine at Mount Sinai
Zhou, RuixiUniversity of Virginia
Kramer, ChristopherUniversity of Virginia Health System
Salerno, MichaelUniversity of Virginia
Weller, DanielUniversity of Virginia
 
16:00-17:30, Paper TuPbPo-05.3 Add to My Program
Supervised Learning for Segmenting Open Boundaries in Medical Images
Amer, KarimNile University
Jacob, AthiraSiemens Healthineers
Funka-Lea, GarethSiemens Corp. Research
El-Zehiry, NohaSiemens Healthcare
 
16:00-17:30, Paper TuPbPo-05.4 Add to My Program
A Context Based Deep Learning Approach for Unbalanced Medical Image Segmentation
Murugesan, BalamuraliIndian Institute of Technology Madras
Sarveswaran, KaushikHealthcare Technology Innovation Centre, IIT Madras Research Par
S, Vijaya RaghavanHealthcare Technology Innovation Centre
M Shankaranarayana, SharathIndian Institute of Technology Madras
Sirukarumbur Shanmugaram, Keerthi RamIIT Madras
Sivaprakasam, MohanasankarIndian Institute of Technology Madras
 
16:00-17:30, Paper TuPbPo-05.5 Add to My Program
Improved Simultaneous Multi-Slice Imaging for Perfusion Cardiac MRI Using Outer Volume Suppression and Regularized Reconstruction
Demirel, Omer BurakUniversity of Minnesota
Weingärtner, SebastianStanford University
Moeller, SteenUniversity of Minnesota
Akcakaya, MehmetUniversity of Minnesota
 
16:00-17:30, Paper TuPbPo-05.6 Add to My Program
Segmentation and Uncertainty Measures of Cardiac Tissues on Optical Coherence Tomography Via Convolutional Neural Networks
Huang, ZiyiColumbia University
Gan, YuThe University of Alabama
Lye, TheresaColumbia University
Theagene, DarnelColumbia University
Chintapalli, SpandanaColumbia University
Virdi, SimeranImperial College London
Laine, Andrew F.Columbia University
Angelini, ElsaImperial NIHR BRC, Imperial College London
Hendon, ChristineColumbia University
 
16:00-17:30, Paper TuPbPo-05.7 Add to My Program
Segmentation of Five Components in Four Chamber View of Fetal Echocardiography
Yang, TingyangBeihang University
Han, JianchengBeijing Anzhen Hospital, Capital Medical University
Zhu, HaogangBeihang University
Li, TiantianBeihang University
Liu, XiaoweiBeijing Anzhen Hospital
Gu, XiaoyanBeijing Anzhen Hospital, Capital Medical University
Liu, XiangyuBeihang University
An, ShanBeihang University
Yingying, ZhangBeihang University
Zhang, YeBeijing Anzhen Hospital
He, YihuaBeijing Anzhen Hospital Affiliated to Capital Medical University
 
TuPbPo-06 Poster Session, Oakdale Foyer Coral Foyer Add to My Program 
Optical Coherence Tomography II  
 
Chair: Rivenson, Yair1981
 
16:00-17:30, Paper TuPbPo-06.1 Add to My Program
Perceptual-Assisted Adversarial Adaptation for Choroid Segmentation in Optical Coherence Tomography
Chai, ZhenjieShanghaitech University
Zhou, KangShanghaiTech University
Yang, JianlongCixi Institute of Biomedical Engineering, Chinese Academy of Sci
Ma, YuhuiUniversity of Chinese Academy of Sciences, Cixi Institute of Bio
Chen, ZhiFudan University Eye and ENT Hospital
Gao, ShenghuaShanghaiTech University
Liu, JiangSouthern University of Science and Technology
 
16:00-17:30, Paper TuPbPo-06.2 Add to My Program
Memory-Augmented Anomaly Generative Adversarial Network for Retinal Oct Images Screening
Zhang, ChengfenPingAn Technology (Shenzhen) Co., Ltd
Wang, YuePing an Technology (Shenzhen) Co
Zhao, XinyuDepartment of Ophthalmology, Peking Union Medical College Hospit
Guo, YanPingAn Technology (Shenzhen) Co., Ltd., Shenzhen, China
Xie, GuotongPingAn Tech
Lv, ChuanfengPingAn Tech
Lv, BinPingAn Technology (Shenzhen) Co., Ltd
 
16:00-17:30, Paper TuPbPo-06.3 Add to My Program
Full Field Optical Coherence Tomography Image Denoising Using Deep Learning with Spatial Compounding
Chen, I-LingNational Taiwan University
Ho, Tuan-ShuNational Taiwan University
Lu, Chih-WeiApollo Medical Optics
 
16:00-17:30, Paper TuPbPo-06.4 Add to My Program
High-Speed Markerless Tissue Motion Tracking Using Volumetric Optical Coherence Tomography Images
Schlüter, MatthiasHamburg University of Technology
Glandorf, LukasHamburg University of Technology
Sprenger, JohannaHamburg University of Technology
Gromniak, MartinHamburg University of Technology
Neidhardt, MaximilianHamburg University of Technology
Saathoff, ThoreHamburg University of Technology
Schlaefer, AlexanderHamburg University of Technology
 
16:00-17:30, Paper TuPbPo-06.5 Add to My Program
Weakly Supervised Vulnerable Plaques Detection by Ivoct Image
Shi, PeiwenXi'an Jiaotong University
Xin, JingminXi'an Jiaotong University
Zheng, NanningXi'an Jiaotong University
 
16:00-17:30, Paper TuPbPo-06.6 Add to My Program
Automated Quantification of Macular Vasculature Changes from OCTA Images of Hematologic Patients
Engberg, AstridTechnical University of Denmark
Amini, AbdullahUniversity of Copenhagen
Willerslev, AnneRigshospitalet-Glostrup
Larsen, MichaelUniversity of Copenhagen
Sander, BirgitRigshospitalet-Glostrup
Kessel, LineUniversity of Copenhagen
Dahl, Anders BjorholmTechnical University of Denmark, Department of Applied Mathemati
Dahl, Vedrana AndersenTechnical University of Denmark
 
TuPbPo-07 Poster Session, Oakdale Foyer Coral Foyer Add to My Program 
Skin Imaging & Analysis  
 
Co-Chair: Witte, RussellUniversity of Arizona
 
16:00-17:30, Paper TuPbPo-07.1 Add to My Program
Automating Vitiligo Skin Lesion Segmentation Using Convolutional Neural Networks
Low, MakenaStanford University
Huang, VictorUniversity of California, Davis
Raina, PriyankaStanford University
 
16:00-17:30, Paper TuPbPo-07.2 Add to My Program
Fusing Metadata and Dermoscopy Images for Skin Disease Diagnosis
Li, WeipengSun Yat-Sen University
Zhuang, JiaxinSun Yat-Sen University
Wang, RuixuanSun Yat-Sen University
Zhang, JianGuoDepartment of Computer Science and Engineering, Southern Univers
Zheng, Wei-ShiSchool of Data and Computer Science, Sun Yat-Sen University
 
16:00-17:30, Paper TuPbPo-07.3 Add to My Program
Kappa Loss for Skin Lesion Segmentation in Fully Convolutional Network
Zhang, JingINSA Rouen
Petitjean, CarolineUniversité De Rouen
Ainouz, SamiaInstitut National Des Sciences Appliquées De Rouen | INSA Rouen
 
16:00-17:30, Paper TuPbPo-07.4 Add to My Program
A Multi-Task Self-Supervised Learning Framework for Scopy Images
Li, YuexiangTencent
Chen, JiaweiTencent
Zheng, YefengTencent Youtu Lab
 
16:00-17:30, Paper TuPbPo-07.5 Add to My Program
Complementary Network with Adaptive Receptive Fields for Melanoma Segmentation
Guo, XiaoqingCity University of Hong Kong
Chen, ZhenCity University of Hong Kong
Yuan, YixuanCity University of Hong Kong
 
16:00-17:30, Paper TuPbPo-07.6 Add to My Program
Leveraging Adaptive Color Augmentation in Convolutional Neural Networks for Deep Skin Lesion Segmentation
Saha, AnindoUniversitat De Girona
Prasad, PremUniversitat De Girona
Thabit, AbdullahUniversitat De Girona
 
16:00-17:30, Paper TuPbPo-07.7 Add to My Program
Deep Disentangled Representation Learning of PET Images for Lymphoma Outcome Prediction
Guo, YuTianjin University
Decazes, PierreUniversity of Medicine, Rouen; Department of Nuclear Medicine, H
Becker, StéphanieDepartment of Nuclear Medicine, Henri Becquerel Cancer Center
Li, HuaWashington University School of Medicine
Ruan, SuUniversite De Rouen
 
TuPbPo-08 Poster Session, Oakdale Foyer Coral Foyer Add to My Program 
Abstract Posters: Machine Learning Methods  
 
Chair: Yoo, JaejunKAIST
 
16:00-17:30, Paper TuPbPo-08.1 Add to My Program
Lightweight U-Net for High-Resolution Breast Imaging
Tardy, MickaelLS2N, Ecole Centrale De Nantes, Hera-MI SAS
Mateus, DianaCentrale Nantes
 
16:00-17:30, Paper TuPbPo-08.2 Add to My Program
Machine Learning Algorithm for Prostate Segmentation in Transrectal Ultrasound
Garikipati, AnuragEigen Health Services LLC
Venkataraman, RajeshEigen Health Services LLC
 
16:00-17:30, Paper TuPbPo-08.3 Add to My Program
Generalization Power of Deep Learning Approaches: Learning from the Output of Classical Image Processing Methods
ALOm, MdUniversity of Dayton
Aspiras, , TheusUniversity of Dayton
Oprea-Ilies, GabrielaEmory University
Bowen, TjDeepLens
Asar, Vijayan K.University of Dayton
 
16:00-17:30, Paper TuPbPo-08.4 Add to My Program
Iterative Deep Learning Based Segmentation on Cyclic Immunofluorescence Imaging by Using Recursive Refinement
Ternes, LukeOregon Health and Science University
Chang, Young HwanOregon Health and Science University
Gray, JoeOregon Health & Science University
Thibault, GuillaumeOregon Health & Science University
 
16:00-17:30, Paper TuPbPo-08.5 Add to My Program
Detecting Intracranial Aneurysm Rupture from Triangulated Vessel Surfaces Using a Novel GraphNet Approach
Ma, ZeUnion Strong Technology Beijing Co
Song, LingUnion Strong Technology Beijing Co
Feng, XueThe University of Virginia
Yang, GuangmingUnion Strong Technology Beijing Co
Zhu, WeiBeijing Tiantan Hospital
Liu, JianBeijing Tiantan Hospital
Zhang, YisenBeijing Tiantan Hospital
Yang, XinjianBeijing Tiantan Hospital
Yin, YinUnion Strong Technology Beijing Co
 
16:00-17:30, Paper TuPbPo-08.6 Add to My Program
Identification of Lung Tissue Patterns in Subjects with Chronic Obstructive Pulmonary Disease Using a Convolutional Deep Learning Model
Li, FrankUniversity of Iowa
Lin, Ching-LongUniversity of Iowa
 
16:00-17:30, Paper TuPbPo-08.8 Add to My Program
Approximating Spherical Mean Technique for Single Shell Dw-Mri Using Deep Learning
Nath, VishweshVanderbilt University
Pathak, SudhirUniversity of Pittsburgh
Parvathaneni, PrasannaNational Institutes of Health
Schilling, Kurt G.Vanderbilt University Institute of Imaging Science
Panesar, SandipStanford University
Fernandez-Miranda, JuanStanford University
Schneider, WalterUniversity of Pittsburgh
Landman, BennettVanderbilt University
 
16:00-17:30, Paper TuPbPo-08.9 Add to My Program
Integrating Learned Data and Image Models through Consensus Equilibrium for Model-Based Image Reconstruction
Ghani, Muhammad UsmanBoston University
Karl, ClemBoston University
 
16:00-17:30, Paper TuPbPo-08.10 Add to My Program
Journal Paper: Multi-Objective Based Radiomic Feature Selection for Lesion Malignancy Classification
Zhou, ZhiguoUniversity of Central Missouri
 
16:00-17:30, Paper TuPbPo-08.11 Add to My Program
Predicting Treatment Outcome after Immunotherapy through Automated Multi-Objective Delta-Radiomics Model in Melanoma
Zhou, ZhiguoUniversity of Central Missouri
 
16:00-17:30, Paper TuPbPo-08.12 Add to My Program
Mask Uncertainty Regularization to Improve Machine Learning-Based Medical Image Segmentation
Groza, VladimirMedian Technologies
Huet, BenoitMedian Technologies
Boujemaa, NozhaMedian Technologies

 
 

 
 

 

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