IEEE ICASSP 2022

2022 IEEE International Conference on Acoustics, Speech and Signal Processing

7-13 May 2022
  • Virtual (all paper presentations)
22-27 May 2022
  • Main Venue: Marina Bay Sands Expo & Convention Center, Singapore
27-28 October 2022
  • Satellite Venue: Crowne Plaza Shenzhen Longgang City Centre, Shenzhen, China

ICASSP 2022
BIO-1.5

HEURISTIC DROPOUT: AN EFFICIENT REGULARIZATION METHOD FOR MEDICAL IMAGE SEGMENTATION MODELS

Dachuan Shi, Ruiyang Liu, Linmi Tao, Chun Yuan, Tsinghua University, China

Session:
Medical Image Segmentation I

Track:
Biomedical Imaging and Signal Processing

Location:
Gather Area N

Presentation Time:
Sun, 8 May, 22:00 - 22:45 China Time (UTC +8)
Sun, 8 May, 14:00 - 14:45 UTC

Session Chair:
Li Cheng, University of Alberta
Presentation
Discussion
Resources
Session BIO-1
BIO-1.1: FEATURE SPACE MESSAGE PASSING NETWORK FOR MEDICAL IMAGE SEMANTIC SEGMENTATION
Junxiao Sun, Ke Zhang, Shuyi Niu, Yan Zhang, Youyong Kong, Southeast University, China
BIO-1.2: CROSS-DOMAIN FEW-SHOT LEARNING FOR RARE-DISEASE SKIN LESION SEGMENTATION
Yixin Wang, Institute of Computing Technology, Chinese Academy of Sciences, China; Zhe Xu, Department of Biomedical Engineering, The Chinese University of Hong Kong, China; Jiang Tian, Zhongchao Shi, AI Lab, Lenovo Research, China; Jie Luo, Brigham and Women's Hospital, Harvard Medical School, China; Yang Zhang, Zhiqiang He, Lenovo Ltd, China; Jianping Fan, UNCC; AI Lab, Lenovo Research, China
BIO-1.3: Adaptive Pseudo Labeling for Source-Free Domain Adaptation in Medical Image Segmentation
Chen Li, Wei Chen, Xin Luo, Yulin He, Yusong Tan, National University of Defense Technology, China
BIO-1.4: OBJECT DETECTION AND TRACKING IN ULTRASOUND SCANS USING AN OPTICAL FLOW AND SEMANTIC SEGMENTATION FRAMEWORK BASED ON CONVOLUTIONAL NEURAL NETWORKS
Abdullah Al-Battal, Imanuel Lerman, Truong Nguyen, University of California - San Diego, United States of America
BIO-1.5: HEURISTIC DROPOUT: AN EFFICIENT REGULARIZATION METHOD FOR MEDICAL IMAGE SEGMENTATION MODELS
Dachuan Shi, Ruiyang Liu, Linmi Tao, Chun Yuan, Tsinghua University, China
BIO-1.6: SUPERRESOLUTION AND SEGMENTATION OF OCT SCANS USING MULTI-STAGE ADVERSARIAL GUIDED ATTENTION TRAINING
Paria Jeihouni, Omid Dehzangi, Nasser M. Nasrabadi, West Virginia University, United States of America; Annahita Amireskandari, Ali Dabouei, Ali Rezai, West Virginia Univeristy, United States of America