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==Previous Semesters== | ==Previous Semesters== | ||
| − | * [[Seminar | + | * [[Seminar Fall 2025|Fall 2025]] |
* [[Seminar Summer 2025|Summer 2025]] | * [[Seminar Summer 2025|Summer 2025]] | ||
* [[Seminar Spring 2025|Spring 2025]] | * [[Seminar Spring 2025|Spring 2025]] | ||
Latest revision as of 04:39, 13 January 2026
- Theme: AI for Health
- Instructor: Prof. Chenyang Lu
- Semester: Fall 2025
- Time: Wednesday at 8:30 am
- Location: McKelvey 1020
- Guidelines:
- Recommended sources: NeurIPS ([1]), ICML ([2]), AAAI ([3]), SIGKDD ([4]), IJCAI ([5]), IMWUT ([6]), HEALTH ([7]), Digital Medicine ([8]), Lancet Digital Health ([9]), NEJM AI ([10])
Presentation Schedule
---Sep 3 ---
Daoyi
Explainable AI in Healthcare
---Sep 10 ---
Claire
Generative Medical Event Models Improve with Scale https://arxiv.org/abs/2508.12104
---Sep 17 ---
Ziqi
MedAgentBench (NEJM AI 2025/08): https://ai.nejm.org/doi/full/10.1056/AIdbp2500144 Small LLMs in healthcare (Mayo Clinic 2025/04): https://arxiv.org/pdf/2504.17119 Small LLMs as agents (Nvidia 2025/06): https://arxiv.org/pdf/2506.02153v1
---Sep 24 ---
Patrick
Emerging Properties in Self-Supervised Vision Transformers (ICCV, 2021) (DINO) https://arxiv.org/abs/2104.14294 DINOv2: Learning Robust Visual Features without Supervision (ICLR/TMLR, 2023/2024(?)) https://arxiv.org/abs/2304.07193 DINOv3 (TBD) https://arxiv.org/abs/2508.10104
---Oct 1 ---
Ben
Pattern Recognition or Medical Knowledge? The Problem with Multiple-Choice Questions in Medicine (https://aclanthology.org/2025.acl-long.266/)
Is Chain-of-Thought Reasoning of LLMs a Mirage? A Data Distribution Lens (https://arxiv.org/pdf/2508.01191)
---Oct 8 ---
Peiqi
AI-based detection of neutrophil dysplasia: an accessible and sensitive model for MDS diagnosis from peripheral blood
https://link.springer.com/article/10.1007/s00277-025-06533-5
https://arxiv.org/abs/2404.05022
---Oct 15 ---
Zichen
InterPLM: discovering interpretable features in protein language models via sparse autoencoders (https://www.nature.com/articles/s41592-025-02836-7)
---Oct 29 ---
Skipped
---Nov 4 ---
Zeal
Enhancing Genetic Association Power in Endometriosis through Unsupervised Clustering of Clinical Subtypes Identified from Electronic Health Records https://www.medrxiv.org/content/10.1101/2024.04.22.24306092v1
---Nov 11 ---
Ziqi Practice Talk
---Nov 18 ---
Hangyue
---Nov 25 ---
Skipped
---Dec 3 ---
Daoyi
---Dec 10 ---
Skipped
Previous Semesters
- Fall 2025
- Summer 2025
- Spring 2025
- Fall 2024
- Spring 2024
- Fall 2023
- Spring 2023
- Fall 2022
- Summer 2022
- Spring 2022
- Fall 2021
- Summer 2021
- Spring 2021
- Fall 2020
- Summer 2020
- Spring 2020
- Fall 2019
- Summer 2019
- Spring 2019
- Fall 2018
- Summer 2018
- Spring 2018
- Fall 2017
- Summer 2017
- Spring 2017
- Fall 2016
- Summer 2016
- Spring 2016
- Fall 2015
- Summer 2015
- Spring 2015
- Fall 2014
- Summer 2014
- Spring 2014
- Fall 2013
- Summer 2013
- Spring 2013
- Fall 2012
- Summer 2012
- Spring 2012
- Fall 2011
- Summer 2011
- Spring 2011
- Fall 2010
- Spring 2010
- Fall 2009
- Summer 2009
- Spring 2009
- Fall 2008
- Summer 2008
- Spring 2008
- Fall 2007
- Summer 2007
- Spring 2007
- Fall 2006
- Spring 2006
- Fall 2005
- Spring 2005
- Fall 2004
- Spring 2004
- Fall 2003
- Spring 2003
- Fall 2002
- Spring 2002
- Fall 2001
- Spring 2001
- Fall 2000
- Spring 2000
- Fall 1998
- Spring 1998
