Accepted Papers
The following list has been ordered by the paper ID.
Oral Papers
Unimodal-uniform Constrained Wasserstein Training for Medical Diagnosis
Xiaofeng Liu (CMU); Xu Han (Johns Hopkins University); Yukai Qiao (BUPT); Yi Ge (Carnegie Mellon University); Site Li (Carnegie Mellon University); jun Lu (Beth Israel Deaconess Medical Center)
Deep Multiresolution Cellular Communities for Tissue Phenotyping
Sajid Javed (Khalifa University of Science and Technology); Arif Mahmood (Information Technology University); Naoufel Werghi (Khalifa University of Science and Technology); Nasir Rajpoot (University of Warwick)
CGC-Net: Cell Graph Convolutional Network for Grading of Colorectal Cancer Histology Images
Yanning Zhou (The Chinese University of HongKong); Simon D Graham (University of Warwick); Navid Alemi Koohbanani (University of Warwick); Muhammad Shaban (University of Warwick); Pheng-Ann Heng (The Chinese Univsersity of Hong Kong); Nasir Rajpoot (University of Warwick)
Bi-Directional ConvLSTM U-Net with Densely Connected Convolutions
Reza Azad (Sharif University of Technology); Maryam Asadi (Institute for Research in Fundamental Sciences (IPM)); Mahmood Fathy (IUST); Sergio Escalera (CVC and University of Barcelona)
UPI-Net: Semantic Contour Detection in Placental Ultrasound
Huan Qi (University of Oxford); Sally Collins (University of Oxford); Alison Noble (University of Oxford)
RethNet: Object-by-Object Learning for Detecting Facial Skin Problems
Shohrukh Bekmirzaev (lululab); Seoyoung Oh (lululab); Sangwook Yoo (lululab)
Improving Robustness of Deep Learning Based Knee MRI Segmentation: Mixup and Adversarial Domain Adaptation
Egor Panfilov (University of Oulu); Aleksei Tiulpin (University of Oulu); Stefan Klein (Erasmus MC); Miika Nieminen (University of Oulu); Simo Saarakkala (University of Oulu, Finland)
Poster Papers
Domain-Agnostic Learning with Anatomy-Consistent Embedding for Cross-Modality Liver Segmentation (POSTER_ID=114)
Junlin Yang (Yale University); Nicha Dvornek (Yale University); Fan Zhang (Yale University); Juntang Zhuang (Yale University); Julius Chapiro (Yale New Haven Hospital); MingDe Lin (Yale University); James S Duncan (Yale University)
KNEEL: Knee Anatomical Landmark Localization Using Hourglass Networks (POSTER_ID=115)
Aleksei Tiulpin (University of Oulu); Iaroslav Melekhov (Aalto University); Simo Saarakkala (University of Oulu)
DeepLIMa: Deep Learning Based Lesion Identification in Mammograms (POSTER_ID=116)
Zhenjie Cao (PingAn Tech, US Research Lab); Zhicheng Yang (PingAn Tech, US Research Lab); Xiaoyan Zhuo (University of Massachusetts Lowell); Ruei-Sung Lin (PAII Inc); Shibin Wu (Ping An Technology); Lingyun Huang (Ping An Technology); Mei Han (Ping An Institute of Intelligence); Yanbo Zhang (Ping An Institute of Intelligence); Jie Ma (Department of Radiology, Shenzhen People’s Hospital)
Breast Tumor Cellularity Assessment using Deep Neural Networks (POSTER_ID=117)
Alexander Rakhlin (Neuromation OU); Aleksei Tiulpin (University of Oulu); Alexey Shvets (Massachusetts Institute of Technology); Alexandr A. Kalinin (University of Michigan); Vladimir I Iglovikov (ods.ai); Sergey Nikolenko (Neuromation)
Retinal Image Classification via Vasculature-guided Sequential Attention (POSTER_ID=118)
Mengliu Zhao (Simon Fraser University); Ghassan Hamarneh (Simon Fraser University)
Using the triplet loss for domain adaptation in WCE (POSTER_ID=119)
Pablo Laíz (Universitat de Barcelona ); Jordi Vitria (Universitat de Barcelona); Santi Seguí (Universitat de Barcelona)
Prostate Cancer Inference via Weakly-supervised Learning using a Large Collection of Negative MRI (POSTER_ID=120)
Ruiming Cao (UCLA); Xinran Zhong (UCLA); Fabien Scalzo (Dept. of Neurology, UCLA); Steven S. Raman (UCLA); Kyunghyun Sung (UCLA)
Building a Breast-Sentence Dataset: Its Usefulness for Computer-Aided Diagnosis (POSTER_ID=121)
Hyebin Lee (KAIST); Seong Tae Kim (Technical University of Munich); Yong Man Ro (KAIST)
Photometric Transformer Networks and Label Adjustment for Breast Density Prediction (POSTER_ID=122)
Jaehwan Lee (Lunit); Donggeun Yoo (Lunit); Hyo-Eun Kim (Lunit Inc.)
Branding - Fusion of Meta Data and Musculoskeletal Radiographs for Multi-modal Diagnostic Recognition (POSTER_ID=123)
Obioma Pelka (University of Applied Sciences and Arts Dortmund)
WhiteNNer-Blind Image Denoising via Noise Whiteness Priors (POSTER_ID=124)
Saeed Izadi (Simon Fraser University); Zahra Mirikharaji (Simon Fraser University); Mengliu Zhao (Simon Fraser University); Ghassan Hamarneh (Simon Fraser University)