芬兰坦佩雷大学计算机科学系 Moncef Gabbouj 教授来访并作报告

报告人：Moncef Gabbouj

时间：2025年09月26日  

地点：北京交通大学九教北629

报告主题：Echocardiography-based Computer-Aided Diagnosis of Myocardial Infarction
 

报告摘要：This talk explores computer-aided diagnosis(CAD) systems for detecting myocardial infarction (Ml) using 2D echocardiography. By analyzing apical 2- and 4-chamber views, the proposed machine learning algorithms assess regional wall motion abnormalities of the left ventricle to identify l. The approach includes a pseudo-labeling technique to streamline pixel-level annotations, extracts features from myocardial segments, and employs one-class classification models. These tools provide clinicians with assistive visualization for accurate and efficient MI assessment, enhancing diagnostic support in clinical practice.

     报告人简介：MONCEF GABBOUJ is a Professor of  Information Technology at the Department of Computing Sciences, Tampere University, Finland. He was Academy of Finland Professor during 2011-2015.His research interests include Big Data analytics, artificial intelligence, machine learning, pattern recognition, and video processing and coding. Dr. Gabbouj is a Fellow of the IEEE. He is the past Chairman of the IEEE CAS TC on DSP and committee member of the IEEE Fourier Award for Signal Processing.He served as associate editor and guest editor of many IEEE, and international journals and Distinguished Lecturer for the IEEE CASS. Dr. Gabbouj served as General Chair of IEEE ICIP 2024, ISCAS 2019, ICIP 2020, and ICME 2021.