XAI Unveiled: Revealing the Potential of Explainable AI in Medicine: A Systematic Review

被引：0
|
作者：
Scarpato, Noemi [1 ]
Ferroni, Patrizia [1 ]
Guadagni, Fiorella [1 ]
机构：
[1] San Raffaele Roma Open University, Department of Promotion of Human Sciences and Quality of Life, Rome, Italy, 00166, IRCCS San Raffaele Rome, Interinstitutional Multidisciplinary Biobank (BioBIM), Rome, Italy, 00163
来源：
IEEE Access | 2024年 / 12卷
关键词：
Classification (of information) - Medicinal chemistry;
D O I：
10.1109/ACCESS.2024.3514197
中图分类号：
学科分类号：
摘要：
引用
下载
收藏
页码：191498 / 191516
相关论文
共 50 条
  • [1] Recent Applications of Explainable AI (XAI): A Systematic Literature Review
    Saarela, Mirka
    Podgorelec, Vili
    APPLIED SCIENCES-BASEL, 2024, 14 (19):
  • [2] Explainable AI (xAI) for Anatomic Pathology
    Tosun, Akif B.
    Pullara, Filippo
    Becich, Michael J.
    Taylor, D. Lansing
    Fine, Jeffrey L.
    Chennubhotla, S. Chakra
    ADVANCES IN ANATOMIC PATHOLOGY, 2020, 27 (04) : 241 - 250
  • [3] The Promise of Explainable AI in Digital Health for Precision Medicine: A Systematic Review
    Allen, Ben
    JOURNAL OF PERSONALIZED MEDICINE, 2024, 14 (03):
  • [4] Explainable AI (XAI) Applied in Machine Learning for Pain Modeling: A Review
    Madanu, Ravichandra
    Abbod, Maysam F.
    Hsiao, Fu-Jung
    Chen, Wei-Ta
    Shieh, Jiann-Shing
    TECHNOLOGIES, 2022, 10 (03)
  • [5] XAIR: A Systematic Metareview of Explainable AI (XAI) Aligned to the Software Development Process
    Clement, Tobias
    Kemmerzell, Nils
    Abdelaal, Mohamed
    Amberg, Michael
    MACHINE LEARNING AND KNOWLEDGE EXTRACTION, 2023, 5 (01): : 78 - 108
  • [6] Explainable artificial intelligence (XAI) in finance: a systematic literature review
    Cerneviciene, Jurgita
    Kabasinskas, Audrius
    ARTIFICIAL INTELLIGENCE REVIEW, 2024, 57 (08)
  • [7] EXplainable AI (XAI) approach to image captioning
    Han, Seung-Ho
    Kwon, Min-Su
    Choi, Ho-Jin
    JOURNAL OF ENGINEERING-JOE, 2020, 2020 (13): : 589 - 594
  • [8] Explainable artificial intelligence (XAI) in radiology and nuclear medicine: a literature review
    de Vries, Bart M.
    Zwezerijnen, Gerben J. C.
    Burchell, George L.
    van Velden, Floris H. P.
    van Oordt, Catharina Willemien Menke-van der Houven
    Boellaard, Ronald
    FRONTIERS IN MEDICINE, 2023, 10
  • [9] Explainable AI (XAI): A systematic meta-survey of current challenges and future opportunities
    Saeed, Waddah
    Omlin, Christian
    KNOWLEDGE-BASED SYSTEMS, 2023, 263
  • [10] Explainable AI (XAI): Core Ideas, Techniques, and Solutions
    Dwivedi, Rudresh
    Dave, Devam
    Naik, Het
    Singhal, Smiti
    Omer, Rana
    Patel, Pankesh
    Qian, Bin
    Wen, Zhenyu
    Shah, Tejal
    Morgan, Graham
    Ranjan, Rajiv
    ACM COMPUTING SURVEYS, 2023, 55 (09)
12345