报告时间：3月30日(周六) 14:00-16:00

报告地点：屏峰校区A1区块计算机大楼D301

报告题目：Statistical Shape Modelling in Medical Image Analysis

报 告 人：Alejandro Frangi

报告摘要：

Statistical shape models are one technology that have revolutionized computer vision and medical image analysis in the 1990s and 2000s and continues to exert its influence. SSMs allow computers to learn generative models that can explain the mean shape and shape variations of an object or organ of interest. This tutorial will introduce this approach , present the underlying theory and algorithms, and show extensions and applications for medical image analysis.

报告人简介：

Alejandro Frangi , IEEE Fellow (2014), EAMBES Fellow (2015), Chair of the Fellows Committee of the IEEE EMBS (2017). He is a Diamond Jubilee Chair in Computational Medicine at the University of Leeds, and the director of the Center for Computational Imaging and Simulation Technologies in Biomedicine of University of Leeds. Prof. Frangi has main research interests at the crossroad of medical image analysis and modeling with emphasis on machine learning (phenomenological models) and computational physiology (mechanistic models). He has particular interest in statistical methods applied to population imaging and in silico clinical trials. His highly interdisciplinary work has been translated to the areas of cardiovascular, musculoskeletal and neuro sciences.

Prof Frangi been principal investigator or scientific coordinator of over 25 national and European projects, both funded by public and private bodies. He has edited several books, published 7 editorial articles and over 200 journal papers in key international journals of his research field and international conference papers with an h-index 53 and over 19,400 citations according to Google Scholar. He has been three times Guest Editor of special issues of IEEE Trans Med Imaging, one on IEEE Trans Biomed Eng, and one of Medical Image Analysis journal. Prof Frangi is Chair of the Editorial Board of the MICCAI-Elsevier Book Series (2017-2020), and serves as Associate Editor of IEEE Trans on Medical Imaging, Medical Image Analysis, SIAM Journal Imaging Sciences, Computer Vision and Image Understanding journals.