Machine learning in medicine: Addressing ethical challenges

被引：289
|
作者：
Vayena, Effy [1 ]
Blasimme, Alessandro [1 ]
Cohen, I. Glenn [2 ]
机构：
[1] Swiss Fed Inst Technol, Dept Hlth Sci & Technol, Hlth Eth & Policy Lab, Zurich, Switzerland
[2] Harvard Law Sch, Cambridge, MA USA
来源：
PLOS MEDICINE | 2018年 / 15卷 / 11期
基金：
欧盟地平线“2020”;
关键词：
D O I：
10.1371/journal.pmed.1002689
中图分类号：
R5 [内科学];
学科分类号：
1002 ; 100201 ;
摘要：
[No abstract available]
引用
收藏
页数：4
相关论文
共 50 条
  • [1] Implementing Machine Learning in Health Care - Addressing Ethical Challenges
    Char, Danton S.
    Shah, Nigam H.
    Magnus, David
    [J]. NEW ENGLAND JOURNAL OF MEDICINE, 2018, 378 (11): : 981 - 983
  • [2] Addressing machine learning challenges with microcomputing and federated learning
    Kaggie, Joshua D.
    [J]. LANCET DIGITAL HEALTH, 2024, 6 (02): : e88 - e89
  • [3] Ethical challenges of machine learning and deep learning algorithms
    Prabhu, Sanjay P.
    [J]. LANCET ONCOLOGY, 2019, 20 (05): : 621 - 622
  • [4] Ethical Challenges in Designing a Machine Learning System
    Tutui, Viorel
    [J]. META-RESEARCH IN HERMENEUTICS PHENOMENOLOGY AND PRACTICAL PHILOSOPHY, 2024, 16 (01) : 252 - 277
  • [5] Legal and Ethical Challenges for HR in Machine Learning
    R. H. Hamilton
    H. Kristl Davison
    [J]. Employee Responsibilities and Rights Journal, 2022, 34 : 19 - 39
  • [6] AI AND MACHINE LEARNING IN MEDICINE: ETHICAL CONSIDERATIONS
    Johnson, Sandra L. J.
    [J]. CURRENT ALLERGY & CLINICAL IMMUNOLOGY, 2020, 33 (02) : 114 - 117
  • [7] Legal and Ethical Challenges for HR in Machine Learning
    Hamilton, R. H.
    Davison, H. Kristl
    [J]. EMPLOYEE RESPONSIBILITIES AND RIGHTS JOURNAL, 2022, 34 (01) : 19 - 39
  • [8] Computing schizophrenia: ethical challenges for machine learning in psychiatry
    Starke, Georg
    De Clercq, Eva
    Borgwardt, Stefan
    Elger, Bernice Simone
    [J]. PSYCHOLOGICAL MEDICINE, 2021, 51 (15) : 2515 - 2521
  • [9] The Medicine Revolution Through Artificial Intelligence: Ethical Challenges of Machine Learning Algorithms in Decision-Making
    Marques, Marta
    Almeida, Ana
    Pereira, Helder
    [J]. CUREUS JOURNAL OF MEDICAL SCIENCE, 2024, 16 (09)
  • [10] Big Data Analysis and Machine Learning in Intensive Care Medicine: Identifying new ethical and legal challenges
    Lazcoz Moratinos, G.
    de Miguel Beriain, I.
    [J]. MEDICINA INTENSIVA, 2020, 44 (05) : 319 - 320
12345