基本信息
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职业迁徙
个人简介
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.
研究兴趣
论文共 74 篇作者统计合作学者相似作者
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Neurology. Clinical practiceno. 3 (2024): e200311-e200311
Hyewon Jeong,Sarah Jabbour,Yuzhe Yang, Rahul Thapta,Hussein Mozannar,William Jongwon Han,Nikita Mehandru,Michael Wornow,Vladislav Lialin,Xin Liu,Alejandro Lozano, Jiacheng Zhu,
Machine Learning for Health Workshoppp.1-12, (2024)
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Richard M Yoo, Ben T Viggiano,Krishna N Pundi,Jason A Fries, Aydin Zahedivash,Tanya Podchiyska, Natasha Din, Nigam H Shah
Hyewon Jeong,Sarah Jabbour,Yuzhe Yang, Rahul Thapta,Hussein Mozannar,William Jongwon Han,Nikita Mehandru,Michael Wornow,Vladislav Lialin,Xin Liu,Alejandro Lozano, Jiacheng Zhu,
arxiv(2024)
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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, Debadutta Dash,Oluwasanmi Koyejo,Alison Callahan,Jason Alan Fries,Michael Wornow,Akshay Swaminathan, Lisa Lehmann, Hyo Jung Hong,Mehr Kashyap,
medrxiv(2024)
Shih-Cheng Huang, Zepeng Huo,Ethan Steinberg, Chia-Chun Chiang,Matthew P. Lungren,Curtis P. Langlotz,Serena Yeung,Nigam H. Shah,Jason A. Fries
CoRR (2023)
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