Machine Learning for Health (ML4H) 2019: What Makes Machine Learning in Medicine Different?

被引:0
|
作者
Dalca, Adrian V. [1 ,2 ]
Mcdermott, Matthew [3 ]
Alsentzer, Emily [3 ,4 ]
Finlayson, Sam [3 ,4 ]
Oberst, Michael [3 ]
Falck, Fabian [5 ]
Chivers, Corey [6 ]
Beam, Andrew L. [7 ]
Naumann, Tristan [8 ]
Beaulieu-Jones, Brett [4 ]
机构
[1] MIT, EECS, Cambridge, MA 02139 USA
[2] Harvard Med Sch, Radiol, Boston, MA 02115 USA
[3] MIT, CSAIL, Cambridge, MA 02139 USA
[4] Harvard Med Sch, Dept Biomed Informat, Boston, MA 02115 USA
[5] Carnegie Mellon Univ, Sch Comp Sci, Pittsburgh, PA 15213 USA
[6] Univ Penn Hlth Syst, Predict Hlth Care Grp, Philadelphia, PA USA
[7] Harvard TH Chan Sch Publ Hlth, Dept Epidemiol, Boston, MA USA
[8] Microsoft Res, Redmond, WA USA
关键词
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
引用
收藏
页码:1 / 9
页数:9
相关论文
共 50 条
  • [21] What's in a trauma? Using machine learning to unpack what makes an event traumatic
    Jones, Payton J.
    JOURNAL OF AFFECTIVE DISORDERS, 2021, 294 : 769 - 775
  • [22] Machine Learning in Medicine REPLY
    Rajkomar, Alvin
    Dean, Jeffrey
    Kohane, Isaac
    NEW ENGLAND JOURNAL OF MEDICINE, 2019, 380 (26): : 2589 - 2590
  • [23] Machine Learning and the Profession of Medicine
    Darcy, Alison M.
    Louie, Alan K.
    Roberts, Laura Weiss
    JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION, 2016, 315 (06): : 551 - 552
  • [24] Ascent of machine learning in medicine
    不详
    NATURE MATERIALS, 2019, 18 (05) : 407 - 407
  • [25] Implementing machine learning in medicine
    Verma, Amol A.
    Murray, Joshua
    Greiner, Russell
    Cohen, Joseph Paul
    Shojania, Kaveh G.
    Ghassemi, Marzyeh
    Straus, Sharon E.
    Pou-Prom, Chloe
    Mamdani, Muhammad
    CANADIAN MEDICAL ASSOCIATION JOURNAL, 2021, 193 (34) : E1351 - E1357
  • [26] Machine Learning Will Change Medicine
    Forsting, Michael
    JOURNAL OF NUCLEAR MEDICINE, 2017, 58 (03) : 357 - 358
  • [27] Ascent of machine learning in medicine
    Nature Materials, 2019, 18 : 407 - 407
  • [28] Machine learning for precision medicine
    MacEachern, Sarah J.
    Forkert, Nils D.
    GENOME, 2021, 64 (04) : 416 - 425
  • [29] ML Health Monitor: Taking the Pulse of Machine Learning Algorithms in Production
    Ghanta, Sindhu
    Subramanian, Sriram
    Khermosh, Lior
    Sundararaman, Swaminathan
    Shah, Harshil
    Goldberg, Yakov
    Roselli, Drew
    Talagala, Nisha
    APPLICATIONS OF MACHINE LEARNING, 2019, 11139
  • [30] What Machine Learning (ML) Can Bring to the Electrocardiogram (ECG) Signal: A Review
    Chennouf, Jaouad
    Chiheb, Raddouane
    PROCEEDINGS OF SEVENTH INTERNATIONAL CONGRESS ON INFORMATION AND COMMUNICATION TECHNOLOGY, VOL 4, 2023, 465 : 61 - 69