Bridging the implementation gap of machine learning in healthcare

被引：65
|
作者：
Seneviratne, Martin G. [1 ]
Shah, Nigam H. [1 ]
Chu, Larry [2 ]
机构：
[1] Stanford Univ, Ctr Biomed Informat Res, Sch Med, 1265 Welch Rd, Stanford, CA 94305 USA
[2] Stanford Univ, Anesthesia, Stanford, CA 94305 USA
来源：
BMJ INNOVATIONS | 2020年 / 6卷 / 02期
关键词：
D O I：
10.1136/bmjinnov-2019-000359
中图分类号：
R19 [保健组织与事业（卫生事业管理）];
学科分类号：
摘要：
引用
收藏
页码：45 / 47
页数：3
相关论文
共 50 条
  • [1] ROBERT: Bridging the Gap Between Machine Learning and Chemistry
    Dalmau, David
    Alegre-Requena, Juan V.
    [J]. Wiley Interdisciplinary Reviews: Computational Molecular Science, 2024, 14 (05)
  • [2] Bridging the Gap between Human Knowledge and Machine Learning
    Alvarado-Perez, Juan C.
    Peluffo-Ordonez, Diego H.
    Theron, Roberto
    [J]. ADCAIJ-ADVANCES IN DISTRIBUTED COMPUTING AND ARTIFICIAL INTELLIGENCE JOURNAL, 2015, 4 (01): : 54 - 64
  • [3] Bridging the complexity gap in computational heterogeneous catalysis with machine learning
    Mou, Tianyou
    Pillai, Hemanth Somarajan
    Wang, Siwen
    Wan, Mingyu
    Han, Xue
    Schweitzer, Neil M.
    Che, Fanglin
    Xin, Hongliang
    [J]. NATURE CATALYSIS, 2023, 6 (02) : 122 - 136
  • [4] Machine Learning and Statistics in Clinical Research-Bridging the Gap
    Karabacak, Mert
    Margetis, Konstantinos
    [J]. JAMA PEDIATRICS, 2023, 177 (10) : 1111 - 1111
  • [5] Bridging the gap: Machine learning to resolve improperly modeled dynamics
    Qraitem, Maan
    Kularatne, Dhanushka
    Forgoston, Eric
    Hsieh, M. Ani
    [J]. PHYSICA D-NONLINEAR PHENOMENA, 2020, 414
  • [6] Towards Bridging the Gap between Machine Learning Researchers and Practitioners
    Assem, Haytham
    O'Sullivan, Declan
    [J]. 2015 IEEE INTERNATIONAL CONFERENCE ON SMART CITY/SOCIALCOM/SUSTAINCOM (SMARTCITY), 2015, : 702 - 708
  • [7] Machine Learning in Human-Robot Collaboration: Bridging the Gap
    Matuszek, Cynthia
    Soh, Harold
    Gombolay, Matthew
    Gopalan, Nakul
    Simmons, Reid
    Nikoladis, Stefanos
    [J]. PROCEEDINGS OF THE 2022 17TH ACM/IEEE INTERNATIONAL CONFERENCE ON HUMAN-ROBOT INTERACTION (HRI '22), 2022, : 1275 - 1277
  • [8] Bridging the complexity gap in computational heterogeneous catalysis with machine learning
    Tianyou Mou
    Hemanth Somarajan Pillai
    Siwen Wang
    Mingyu Wan
    Xue Han
    Neil M. Schweitzer
    Fanglin Che
    Hongliang Xin
    [J]. Nature Catalysis, 2023, 6 : 122 - 136
  • [9] The role of lifelong machine learning in bridging the gap between human and machine learning: A scientometric analysis
    Abulaish, Muhammad
    Wasi, Nesar Ahmad
    Sharma, Shachi
    [J]. WILEY INTERDISCIPLINARY REVIEWS-DATA MINING AND KNOWLEDGE DISCOVERY, 2024, 14 (02)
  • [10] Bridging the gap between prostate radiology and pathology through machine learning
    Bhattacharya, Indrani
    Lim, David S.
    Aung, Han Lin
    Liu, Xingchen
    Seetharaman, Arun
    Kunder, Christian A.
    Shao, Wei
    Soerensen, Simon J. C.
    Fan, Richard E.
    Ghanouni, Pejman
    To'o, Katherine J.
    Brooks, James D.
    Sonn, Geoffrey A.
    Rusu, Mirabela
    [J]. MEDICAL PHYSICS, 2022, 49 (08) : 5160 - 5181
12345