Ben Lengerich - Machine Learning & AI in Healthcare | Ep. 3

In this conversation, Ben Lengerich and Arseniy explore computational biology, focusing on deep learning, context-adaptive models, and AI interpretability in healthcare. They discuss challenges in foundation models, causality, anomaly detection, and balancing personalization with generalizability. 00:00 Intro 00:50 What is Computational Biology 01:35 Advice for Students 03:18 Deep Learning in Bio: 2018 vs 2025 06:49 Lengerich Lab 08:17 Context-Adaptive ML 11:52 Why Interpretability Matters 19:45 Do LLMs possess Intelligence? 24:35 Model's Over-Personalization 26:54 Support the Pod! 27:27 Industry & Academia in Comp Bio 34:05 Medical Data Anomalies 40:29 How to Catch Counter-Causalities 46:18 The Hospital of the Future 49:38 Who Funds the Research 54:36 Are There Leading Institutions? 59:30 Vision for Medicine in 10 Years Support The Podcast Patreon:   / tommedpod   Guest Suggestion Form Link: https://forms.gle/rf8387Mr4s3MZmNq6 Contact Me LinkedIn:   / arsarsentyev   X: https://x.com/arsarsentyev Other Platforms YouTube:    / @tom-med-pod   Spotify: https://open.spotify.com/show/3pRrtIX... Apple Podcasts: https://podcasts.apple.com/podcast/to...