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个人简介
I’m interested in how machine learning can help doctors make better decisions (like whom to test for heart attack), and help researchers make new discoveries—by ‘seeing’ the world the way algorithms do (like finding new causes of pain that doctors miss, or linking individual body temperature set points to health outcomes).
I’m cautiously optimistic about machine learning, but I’ve also showed how widely-used algorithms affecting millions of patients automate and scale up racial bias. That work has impacted how many organizations build and use algorithms, and how lawmakers and regulators hold AI accountable.
In a previous research life, I worked in global health—developing new methods to quantify adult mortality, and showing that war kills more people than most people believe.
I’m cautiously optimistic about machine learning, but I’ve also showed how widely-used algorithms affecting millions of patients automate and scale up racial bias. That work has impacted how many organizations build and use algorithms, and how lawmakers and regulators hold AI accountable.
In a previous research life, I worked in global health—developing new methods to quantify adult mortality, and showing that war kills more people than most people believe.
研究兴趣
论文共 95 篇作者统计合作学者相似作者
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CoRR (2023)
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JAMA network openno. 5 (2023): e2313919-e2313919
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Michael P. Cary Jr,Anna Zink,Sijia Wei,Andrew Olson,Mengying Yan, Rashaud Senior, Sophia Bessias, Kais Gadhoumi, Genevieve Jean-Pierre, Demy Wang,Leila S. Ledbetter,Nicoleta J. Economou-Zavlanos,
HEALTH AFFAIRSno. 10 (2023): 1359-1368
Emma Pierson,Divya Shanmugam,Rajiv Movva,Jon Kleinberg, Monica Agrawal,Mark Dredze, Kadija Ferryman,Judy Wawira Gichoya,Dan Jurafsky,Pang Wei Koh,Karen Levy,Sendhil Mullainathan,
CoRR (2023)
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medRxiv (Cold Spring Harbor Laboratory) (2023)
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Science (New York, N.Y.)no. 6654 (2023): 149-150
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Michael D. Abràmoff,Michelle E. Tarver, Nilsa Loyo-Berrios, Sylvia Trujillo,Danton Char,Ziad Obermeyer,Malvina B. Eydelman,William H. Maisel
引用1浏览0WOSNATUREEI引用
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Stephanie S Gervasi,Irene Y Chen,Aaron Smith-McLallen,David Sontag,Ziad Obermeyer, Michael Vennera,Ravi Chawla
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