Evaluation of machine learning models as decision aids for anesthesiologists

被引:0
|
作者
Velagapudi, Mihir [1 ]
Nair, Akira A. [2 ]
Strodtbeck, Wyndam [3 ]
Flynn, David N. [4 ]
Howell, Keith [5 ]
Liberman, Justin S. [3 ]
Strunk, Joseph D. [3 ]
Horibe, Mayumi [6 ]
Nair, Bala G. [7 ]
机构
[1] Univ Calif Berkeley, Berkeley, CA USA
[2] Brown Univ, Providence, RI 02912 USA
[3] Virginia Mason Franciscan Hlth, Seattle, WA USA
[4] Univ North Carolina Chapel Hill, Chapel Hill, NC USA
[5] Univ Florida, Gainesville, FL USA
[6] VA Puget Sound Hlth Syst, Seattle, WA USA
[7] Univ Washington, Seattle, WA 98195 USA
来源
ANESTHESIA AND ANALGESIA | 2021年 / 132卷 / 5S_SUPPL期
关键词
D O I
暂无
中图分类号
R614 [麻醉学];
学科分类号
100217 ;
摘要
11
引用
收藏
页码:1015 / 1015
页数:1
相关论文
共 50 条
  • [21] Some Extensions of the Loop: A Response to the Comments on Machine Learning-Driven Decision Aids
    Salloch, Sabine
    Eriksen, Andreas
    AMERICAN JOURNAL OF BIOETHICS, 2024, 24 (12): : W1 - W3
  • [22] Research on Pedestrian Crossing Decision Models and Predictions Based on Machine Learning
    Cai, Jun
    Wang, Mengjia
    Wu, Yishuang
    SENSORS, 2024, 24 (01)
  • [23] Machine learning models for predicting customer decision in motor claims settlements
    Nowak, Robert M.
    Neumann, Lukasz
    Franus, Wiktor
    Dambski, Marcin
    Smolkowski, Adam
    Zawistowski, Pawel
    PHOTONICS APPLICATIONS IN ASTRONOMY, COMMUNICATIONS, INDUSTRY, AND HIGH-ENERGY PHYSICS EXPERIMENTS 2019, 2019, 11176
  • [24] Achieving Outcome Fairness in Machine Learning Models for Social Decision Problems
    Fang, Boli
    Jiang, Miao
    Cheng, Pei-yi
    Shen, Jerry
    Fang, Yi
    PROCEEDINGS OF THE TWENTY-NINTH INTERNATIONAL JOINT CONFERENCE ON ARTIFICIAL INTELLIGENCE, 2020, : 444 - 450
  • [25] Machine learning models for decision support in epilepsy management: A critical review
    Smolyansky, Eliot D.
    Hakeem, Haris
    Ge, Zongyuan
    Chen, Zhibin
    Kwan, Patrick
    EPILEPSY & BEHAVIOR, 2021, 123
  • [26] DeforestVis: Behaviour Analysis of Machine Learning Models with Surrogate Decision Stumps
    Chatzimparmpas, Angelos
    Martins, Rafeal M.
    Telea, Alexandru C.
    Kerren, Andreas
    COMPUTER GRAPHICS FORUM, 2024, 43 (06)
  • [27] Learning Decision Rules or Learning Decision Models?
    Marie, Christian de Sainte
    RULES AND REASONING, RULEML+RR 2021, 2021, 12851 : 276 - 283
  • [28] Legal decision models: Training aids and job aids for professionals
    Larsen, CR
    Yelon, S
    JOURNAL OF CRIMINAL JUSTICE, 1997, 25 (01) : 49 - 60
  • [29] Evaluation of three machine learning models for self-referral decision support on low back pain in primary care
    Nijeweme-d'Hollosy, Wendy Oude
    van Velsen, Lex
    Poel, Mannes
    Groothuis-Oudshoorn, Catharina G. M.
    Soer, Remko
    Hermens, Hermie
    INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS, 2018, 110 : 31 - 41
  • [30] A simulation-based evaluation of machine learning models for clinical decision support: application and analysis using hospital readmission
    Velibor V. Mišić
    Kumar Rajaram
    Eilon Gabel
    npj Digital Medicine, 4