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Bio
I'm a math-minded machine learning enthusiast, with a bent toward applications in healthcare. I'm passionate about algorithms that make a difference; if you have an idea about how to improve patient care with data, let's talk.
My current research focuses on temporal data drift, its impact on clinical prediction models, and methods for mitigating model performance degradation over time. Other/past research interests include offline reinforcement learning for healthcare applications, AI/ML for psychiatry, and causal inference. I am supported by a Stanford Graduate Fellowship and a National Defense Science and Engineering Graduate (NDSEG) Fellowship. In my spare time, I am an outdoor enthusiast and amateur photographer (the banner above is a photo I took on a recent trip to Yosemite).
My current research focuses on temporal data drift, its impact on clinical prediction models, and methods for mitigating model performance degradation over time. Other/past research interests include offline reinforcement learning for healthcare applications, AI/ML for psychiatry, and causal inference. I am supported by a Stanford Graduate Fellowship and a National Defense Science and Engineering Graduate (NDSEG) Fellowship. In my spare time, I am an outdoor enthusiast and amateur photographer (the banner above is a photo I took on a recent trip to Yosemite).
Research Interests
Papers共 155 篇Author StatisticsCo-AuthorSimilar Experts
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Szabolcs Mészáros,Ralph Bohlin,Carlos Allende Prieto, Borbála Cseh,József Kovács,Scott W. Fleming, Zoltán Dencs,Susana Deustua,Karl D. Gordon,Ivan Hubeny, György Mező, Márton Truszek
arxiv(2024)
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Scott L. Fleming,Alejandro Lozano, William J. Haberkorn, Jenelle A. Jindal, Eduardo Reis,Rahul Thapa,Louis Blankemeier,Julian Z. Genkins,Ethan Steinberg,Ashwin Nayak,Birju Patel,Chia-Chun Chiang,
AAAI 2024no. 20 (2024): 22021-22030
arXiv (Cornell University) (2023)
The Astrophysical Journal Supplement Seriesno. 2 (2023): 70-70
arXiv (Cornell University)no. 2 (2023): 41-41
Methods of Information in Medicineno. 01/02 (2023): 060-070
medRxiv (Cold Spring Harbor Laboratory) (2023)
Research Notes of the AASno. 3 (2023): 56-56
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