Editorial: Explainable artificial intelligence models and methods in finance and healthcare

被引:1
作者
Caffo, Brian S. [1 ]
D'Asaro, Fabio A. [2 ]
Garcez, Artur [3 ]
Raffinetti, Emanuela [4 ]
机构
[1] Johns Hopkins Univ, Dept Biostat, Baltimore, MD 21205 USA
[2] Univ Verona, Dept Human Sci, Verona, Italy
[3] City Univ London, Dept Comp Sci, London, England
[4] Univ Pavia, Dept Econ & Management, Pavia, Italy
来源
FRONTIERS IN ARTIFICIAL INTELLIGENCE | 2022年 / 5卷
关键词
artificial intelligence; explainability; generalizability; machine learning; parsimony; forecasting;
D O I
10.3389/frai.2022.970246
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
页数:3
相关论文
共 8 条
  • [1] Should we replace radiologists with deep learning? Pigeons, error and trust in medical AI
    Alvarado, Ramon
    [J]. BIOETHICS, 2022, 36 (02) : 121 - 133
  • [2] Aziz S, 2019, PALGR ST DIG BUS ENA, P33, DOI 10.1007/978-3-030-02330-0_3
  • [3] Goertzel B., 2007, Cogn. Technol.
  • [4] Artificial intelligence in radiology
    Hosny, Ahmed
    Parmar, Chintan
    Quackenbush, John
    Schwartz, Lawrence H.
    Aerts, Hugo J. W. L.
    [J]. NATURE REVIEWS CANCER, 2018, 18 (08) : 500 - 510
  • [5] Jordan M.I., 2019, Harvard Data Science Review, V1, P1, DOI DOI 10.1162/99608F92.F06C6E61
  • [6] The "inconvenient truth" about AI in healthcare
    Panch, Trishan
    Mattie, Heather
    Celi, Leo Anthony
    [J]. NPJ DIGITAL MEDICINE, 2019, 2
  • [7] Responsibility beyond design: Physicians' requirements for ethical medical AI
    Sand, Martin
    Duran, Juan Manuel
    Jongsma, Karin Rolanda
    [J]. BIOETHICS, 2022, 36 (02) : 162 - 169
  • [8] Shaheen MY, PREPRINT, DOI [10.14293/S2199-1006.1.SOR-.PPVRY8K.v1, DOI 10.14293/S2199-1006.1.SOR-.PPVRY8K.V1]