The Future of Diagnostics: AI-Powered Medical Image Analysis

发布时间:2025-04-16浏览次数:10

报告人:Gaurav Gupta (温州肯恩大学 Wenzhou Kean University)

时间:4月19日14:00-14:30

地点:36-510

报告摘要:

AI-powered medical image analysis is transforming diagnostics by enhancing accuracy, efficiency, and accessibility. Leveraging machine learning and deep learning, AI systems can analyze X-rays, MRIs, CT scans, and ultrasounds to detect diseases, segment anatomical structures, and support personalized treatment. While challenges like data privacy, annotation requirements, and validation remain, the potential for AI to revolutionize diagnostics is immense. This talk explores key applications, current trends, and future directions, highlighting how AI is shaping the future of medical imaging.

报告人简介:

Dr. Gaurav Gupta is currently an Associate Professor of Mathematical Sciences (Data Analytics) at Wenzhou-Kean University in Wenzhou, China. With over 16 years of teaching and research experience, Dr. Gupta has a strong academic background. Gupta's research interests are primarily centered around Applied Mathematics, Computer Vision, and Machine Learning. Between 2007 and 2010, he contributed his expertise to the Indian Space Research Organization (ISRO). Notably, he has secured more than $150,000 in grant funding from the Wenzhou Education Bureau, highlighting his dedication to advancing educational initiatives. He has an impressive track record of publication with 60 research papers published in well-regarded journals and conferences. Furthermore, he has played a pivotal role in mentoring students, supervising two PhD students, advising nine Master's Dissertations, and overseeing three undergraduate projects.

Dr. Gupta's commitment to academic and research excellence extends to his active participation in various conferences and workshops. He has contributed as a keynote speaker, technical committee member, and session chair, making significant contributions to the academic community.