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职业迁徙
个人简介
He is a nephrologist with a background in biomedical informatics who uses machine learning methods to model electronic health record and registry data in support of a learning health system. He directs the Machine Learning for Learning Health Systems lab which focuses on using machine learning and biomedical informatics methods to understand and improve health at scale. His research spans multiple clinical domains including nephrology, urology, emergency medicine, obstetrics, and ophthalmology. He is the associate workgroup director for the University's Precision Health Implementation Workgroup, which supports the implementation of campus-wide scientific discoveries into patient care. He chairs the Michigan Medicine Clinical Intelligence Committee, which focuses on implementation of machine learning models across the health system. He teaches a graduate-level health data science course.
研究兴趣
论文共 141 篇作者统计合作学者相似作者
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Urologic Oncology: Seminars and Original Investigations (2024)
BMJ (Clinical research ed.) (2024): e078378-e078378
Dennis Boynton,Sabrina L Noyes,Adharsh Murali,Henry Peabody, Andrew Krumm,Karandeep Singh,Brian R Lane
Urologic oncologyno. 3 (2024): 72.e1-72.e8
Lillian I Rountree, Yi-Ting Lin, Chuyu Liu,Maxwell Salvatore,Andrew Admon,Brahmajee K. Nallamothu,Karandeep Singh,Anirban Basu,Bhramar Mukherjee
medrxiv(2024)
Machine Learning in Health Carepp.230-247, (2023)
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Communications medicineno. 1 (2023): 117-117
Akhil Vaid,Ashwin Sawant,Mayte Suárez‐Fariñas, J. Lee,Sanjeev Kaul,Patricia Kovatch,Robert Freeman,Joy Jiang, Padmini Jayaraman,Zahi A. Fayad,Edgar Argulian,Stamatios Lerakis,
Annals of Internal Medicineno. 10 (2023): 1358-1369
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Plastic and Reconstructive Surgery (2023)
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