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(Oct. 12) Deep Learning for Large-scale Histopathology Image Analysis

Last updated :2019-10-08

Topic: Deep Learning for Large-scale Histopathology Image Analysis
Speaker: Dr. CHEN Hao
(Founder and CEO, Shenzhen Imsight Medical Technology Co., Ltd.)
Host: Associate Professor WANG Ruixuan
Time: 9:50-10:30, Saturday, October 12, 2019
Venue: A101, School of Data and Computer Science, Guangzhou East Campus, SYSU

Abstract:
Deep learning represents data with multiple levels of abstraction and has dramatically improved the state-of-the-art in many domains including speech recognition, visual object recognition and natural language processing. Despite its breakthroughs in above domains, its application to large-scale and high-throughout histology image analysis remains to be under-explored. This talk will share our recent studies on developing state-of-the-art deep learning methods including ScanNet, and weakly multi-instance supervised learning for fast and accurate large-scale histology image analysis, with an in-depth dive into several cancer applications.