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Seminar

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BK21 PLUS Seminar Announcement on Sept. 27, 2019
W-Name Admin (IP: *.152.74.116) W-Date 2019-09-16 11:40 Hit 131


Title: Explainable AI and Applications in Health Science

Speaker : Prof. Klaus-Robert Muller (Machine Learning Group, TU Berlin)

Date: September 27 (Fri.), 2019

Time: 4:30 P.M.

Location: Room 604, Woo Jung Information & Communication bldg.

Hosted by Dept. of Brain & Cognitive Engineering, Korea University / Research Center for Artificial Intelligence, Korea University / Institute of Brain and Cognitive Engineering, Korea University / BK21+ Global Leader Development Division in Brain Engineering, Korea University / Interdisciplinary Major in Brain and Cognitive Science

Abstract:

In recent years explainable AI (XAI) has emerged and is receiving major attention. The talk will first briefly introduce to XAI (see e.g. Samek et al 2019) and Layer-wise relevance propagation (LRP) as a workhorse of XAI. Then applications in medicine will be discussed. We will refer to two recent ML applications in cancer medicine, one touching foundational research (Binder et al.) and the other one demonstrating translational (Jurmeister et al Science Translational Medicine 2019). Specifically, we show first that we can combine morphological and molecular data for analyzing cancer pathology. The second topic demonstrates research of immediate clinical applicability, where methylation data is being used for diagnosing an important difficult case (metastasis vs. lung cancer).


 


File Muller_20190927.pdf(110.8K)


Board
No Subject Name W-Date Hit
194 BK21 PLUS Seminar Announcement on Oct. 28, 2019 Admin 19-10-04 169
193 BK21 PLUS Seminar Announcement on Sept. 27, 2019 Admin 19-09-16 132
192 BK21 PLUS Seminar Announcement June 12, 2019 Admin 19-05-17 170
191 BK21 PLUS Seminar Announcement May 2, 2019 Admin 19-04-26 311
190 Colloquium Announcement on May 27, 2019 Admin 19-03-27 738
189 Colloquium Announcement on May 20, 2019 Admin 19-03-27 546
188 Colloquium Announcement on May 13, 2019 Admin 19-03-27 3,093
187 Colloquium Announcement on Apr. 29, 2019 Admin 19-03-27 266
186 Colloquium Announcement on Apr. 22, 2019 Admin 19-03-27 728
185 Colloquium Announcement on Apr. 15, 2019 Admin 19-03-27 133
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