报告主题：Artificial Intelligence for Medical Image Processing and Analysis
报告时间：2026-04-14 15:00:00
报告地点：海丰一楼报告厅
专家姓名：王秀英
专家简介：A/Prof Xiuying Wang received her PhD in Computer Science from the University of Sydney in 2006. She is currently an Associate Professor in School of Computer Science at the University of Sydney. She has been the Associate Director of Multimedia Lab since 2009. She was the Chair of Outreach Engagement Committee for July 2017- Dec 2018 term, and the Associate Head, Research Education during Jan 2023 to Oct 2024. She is a guest professor at Shandong University and a guest PhD supervisor at Beijing Normal University, and was an honoured professor at Shanghai Cancer Centre, Fudan University.
报告内容：Artificial intelligence (AI) research began in theoretical neurophysiology, and more recently we have witnessed its rapid progress and wide applications. While advanced sensor technologies enable imaging and visualising the diseases at molecular level and cellular level, the vast amounts of multimodal imaging data pose a clear and tremendous demand on automated computing, analysis and quantification methods to gain more complete insights and better understanding of disease for personalized precision medicine. In this talk, we share our artificial intelligence research initiatives aiming to assist diagnostic, prognostic and predictive analysis of diseases, with a focus on brain diseases. Human brain diseases, representing distinct system states beyond the normal spectrum, may differ in functional and in structural terms as well. We present our AI methods for detection and segmentation of cells and lesions/tumors, and whole-slide image (WSI) analysis with hope to aid neuropathological research and practice.