基本信息
views: 30
Career Trajectory
Bio
I'm interested in tools and methods that enable domain experts to rapidly build and modify machine learning models. I'm most passionate about medical application of machine learning, where obtaining large-scale, expert-labeled training data is a significant challenge. My research focuses on weakly supervised machine learning, training foundation models for medicine, and methods for data-centric AI.
Research Interests
Papers共 72 篇Author StatisticsCo-AuthorSimilar Experts
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Neurology. Clinical practiceno. 3 (2024): e200311-e200311
Machine Learning for Health Workshop (2024): 1-12
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Richard M. Yoo, Ben Viggiano,Krishna N. Pundi,Jason A. Fries, Aydin Zahedivash,Tanya Podchiyska,Natasha Din,Nigam H. Shah
Louis Blankemeier,Joseph Paul Cohen, Ashwin Kumar,Dave Van Veen, Syed Jamal Safdar Gardezi,Magdalini Paschali,Zhihong Chen,Jean-Benoit Delbrouck,Eduardo Reis, Cesar Truyts,Christian Bluethgen, Malte Engmann Kjeldskov Jensen,
Research square (2024)
NPJ digital medicineno. 1 (2024): 171-171
BMC Medical Informatics and Decision Makingno. 1 (2024): 1-9
Crystal T. Chang, Hodan Farah,Haiwen Gui,Shawheen Justin Rezaei, Charbel Bou-Khalil, Ye-Jean Park,Akshay Swaminathan,Jesutofunmi A. Omiye, Akaash Kolluri,Akash Chaurasia,Alejandro Lozano, Alice Heiman,
crossref(2024)
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
Suhana Bedi, Yutong Liu, Lucy Orr-Ewing,Dev Dash,Sanmi Koyejo,Alison Callahan,Jason A. Fries,Michael Wornow,Akshay Swaminathan, Lisa Soleymani Lehmann, Hyo Jung Hong,Mehr Kashyap,
medrxiv(2024)
CoRR (2023)
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