学术动态

关于举办“Artificial Intelligence for Medical Image Processing and Analysis (人工智能在医学图像处理与分析中的应用研究)”学术报告的通知

作者:  来源:  发布日期:2025-06-01  浏览次数:

报告题目:Artificial Intelligence for Medical Image Processing and Analysis (人工智能在医学图像处理与分析中的应用研究)

报告人:王秀英 教授

报告时间:2025年6月4日(星期三)上午10:00-11:00

报告地点:信息工程学院216会议室

报告摘要:

人工智能研究溯源至理论神经生理学领域近年来其发展迅速且广泛应用。尽管先进的传感器技术依然能够在分子细胞水平实现疾病成像可视化,然而海量多模态成像数据的涌现,对自动计算、分析与量化方法提出了崭新的需求与严峻挑战,这对于全方位深入理解疾病本质进而推动个性化精准医疗的实施至关重要。

本次报告着重分享了我们团队将人工智能技术用于医学图像处理的工作成果,研究聚焦于脑部疾病这一关键领域,旨在协助医生高效开展疾病诊断、预后预测分析工作人类脑部疾病本质上属于正常状态范围之外的特殊系统状态,在功能与结构维度上均可能存在差异。我们介绍了所提出的针对细胞病变/肿瘤检测分割,以及全幅病理图像(Whole Slide Image, WSI)分析的人工智能方法以期有力推动神经病理学的研究和实践迈向新的高度

报告人简介:

王秀英,悉尼大学教授。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. Her research  focuses on quantitative data analysis and  fusion as relates to multimodal imaging  data  computing.  Her research focuses  on  image  processing,  clustering  and segmentation, image registration and  fusion, saliency detection and identification, and radiomics analysis for  medical  applications.  In  conjunction  with  her  students  and research  collaborators, Dr. Wang  has  been  publishing in top-tier  venues  and  received paper  awards  from  flagship  conferences  in her  fields.  She  has  been  serving  several editorial boards, and serves MICCAI 2026 as the Workshops Chair.