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Jakub Tolar - Medical Education and Machine Learning - Publication Date |
- Sep 10, 2021
- Episode Duration |
- 00:56:26
Dr. Jakub Tolar is the Dean of the University of Minnesota Medical School and is a Distinguished McKnight Professor in the Department of Pediatrics, Blood and Marrow Transplant & Cellular Therapy. He is the Vice President for Clinical Affairs at the University of Minnesota, Board Chair for University of Minnesota Physicians and co-leader of M Health Fairview.
We have come to know him not only as a researcher and dean, but as a passionate advocate who is putting artificial intelligence at the forefront of academic medicine.
1:00 MaML @ UMN
2:08 Tools to Alleviate Human Suffering
4:00 The Brain Machine
6:56 How do we know things are real?
9:00 Serving Minnesotans
10:19 Meet the Dean
16:48 Rare Genetic Disorders and ML
18:14 Mori et al. Article (see citation)
19:00 Medical Errors
20:45 AI in Medical Education (see citation)
24:25 Mistakes of Modern Living
24:50 Antiquity and Modernity
30:35 Data Ownership
32:38 The EHR Conundrum
37:29 Technological Liberation
39:15 Epidermolysis bullosa
47:23 Dean Tolar's Advice
51:22 Future of AI in Medicine
54:50 Make Journaling a Part of Your Day!
Mori, J., Kaji, S., Kawai, H. et al. Assessment of dysplasia in bone marrow smear with convolutional neural network. Sci Rep 10, 14734 (2020).
https://doi.org/10.1038/s41598-020-71752-x
Lentz A, Siy JO, Carraccio C. AI-ssessment: Towards Assessment As a Sociotechnical System for Learning. Acad Med. 2021;96(7S):S87-S88. doi:10.1097/ACM.0000000000004104
Interviewer: Madeline Ahern
Producer: Melanie Bussan
Art: Melanie Bussan
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