BIO-5.5
DEEP PROXIMAL UNFOLDING FOR IMAGE RECOVERY FROM UNDER-SAMPLED CHANNEL DATA IN INTRAVASCULAR ULTRASOUND
Nishith Chennakeshava, Tristan S.W. Stevens, Massimo Mischi, Eindhoven University of Technology, Netherlands; Frederik J. de Bruijn, Andrew Hancock, Martin Pekarˇ, Philips Research, Netherlands; Yonina C. Eldar, The Weizmann Institute of Science, Netherlands; Ruud J.G. van Sloun, Eindhoven University of Technology, Philips Research, Netherlands
Session:
Deep Learning for Medical Image Analysis
Track:
Biomedical Imaging and Signal Processing
Location:
Gather Area N
Presentation Time:
Tue, 10 May, 22:00 - 22:45 China Time (UTC +8)
Tue, 10 May, 14:00 - 14:45 UTC
Tue, 10 May, 14:00 - 14:45 UTC
Session Chair:
Ruud Sloun, Eindhoven University of Technology
Session BIO-5
BIO-5.1: COMBINING MULTIPLE STYLE TRANSFER NETWORKS AND TRANSFER LEARNING FOR LGE-CMR SEGMENTATION
Bo Fang, Junxin Chen, Northeastern University, China; Wei Wang, Sun Yat-sen University, China; Yicong Zhou, University of Macau, China
BIO-5.2: MULTI-DOMAIN UNPAIRED ULTRASOUND IMAGE ARTIFACT REMOVAL USING A SINGLE CONVOLUTIONAL NEURAL NETWORK
Jaeyoung Huh, Shujaat Khan, Jong Chul Ye, Korea Advanced Institute of Science and Technology, Korea, Republic of
BIO-5.3: Improving Ultrasound Image Classification With Local Texture Quantisation
Xiao Li, Huizhi Liang, University of Reading, United Kingdom of Great Britain and Northern Ireland; Sidhartha Nagala, Jane Chen, Royal Berkshire Hospital, United Kingdom of Great Britain and Northern Ireland
BIO-5.4: ACCELERATED INTRAVASCULAR ULTRASOUND IMAGING USING DEEP REINFORCEMENT LEARNING
Tristan Stevens, Nishith Chennakeshava, Ruud van Sloun, Eindhoven University of Technology, Netherlands; Frederik de Bruijn, Martin Pekař, Philips Research Eindhoven, Netherlands
BIO-5.5: DEEP PROXIMAL UNFOLDING FOR IMAGE RECOVERY FROM UNDER-SAMPLED CHANNEL DATA IN INTRAVASCULAR ULTRASOUND
Nishith Chennakeshava, Tristan S.W. Stevens, Massimo Mischi, Eindhoven University of Technology, Netherlands; Frederik J. de Bruijn, Andrew Hancock, Martin Pekarˇ, Philips Research, Netherlands; Yonina C. Eldar, The Weizmann Institute of Science, Netherlands; Ruud J.G. van Sloun, Eindhoven University of Technology, Philips Research, Netherlands
BIO-5.6: MULTIVIEW LONG-SHORT SPATIAL CONTRASTIVE LEARNING FOR 3D MEDICAL IMAGE ANALYSIS
Gongpeng Cao, Yiping Wang, Manli Zhang, Jing Zhang, Guixia Kang, Beijing University of Posts and Telecommunications, China; Xin Xu, General Hospital of People's Liberation Army, China