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
  • [41] Interpretable Classification of Pneumonia Infection Using eXplainable AI (XAI-ICP)
    Sheu, Ruey-Kai
    Pardeshi, Mayuresh Sunil
    Pai, Kai-Chih
    Chen, Lun-Chi
    Wu, Chieh-Liang
    Chen, Wei-Cheng
    IEEE ACCESS, 2023, 11 : 28896 - 28919
  • [42] The Situation Awareness Framework for Explainable AI (SAFE-AI) and Human Factors Considerations for XAI Systems
    Sanneman, Lindsay
    Shah, Julie A.
    INTERNATIONAL JOURNAL OF HUMAN-COMPUTER INTERACTION, 2022, 38 (18-20) : 1772 - 1788
  • [43] Explainable and interpretable artificial intelligence in medicine: a systematic bibliometric review
    Frasca M.
    La Torre D.
    Pravettoni G.
    Cutica I.
    Discov. Artif. Intell., 2024, 1 (1):
  • [44] Explainable Artificial Intelligence (XAI) Approaches in Predictive Maintenance: A Review
    Sharma J.
    Mittal M.L.
    Soni G.
    Keprate A.
    Recent Patents on Engineering, 2024, 18 (05) : 18 - 26
  • [45] Symbolic AI for XAI: Evaluating LFIT Inductive Programming for Fair and Explainable Automatic Recruitment
    Ortega, Alfonso
    Fierrez, Julian
    Morales, Aythami
    Wang, Zilong
    Ribeiro, Tony
    2021 IEEE WINTER CONFERENCE ON APPLICATIONS OF COMPUTER VISION WORKSHOPS (WACVW 2021), 2021, : 78 - 87
  • [46] XAI-IoT: An Explainable AI Framework for Enhancing Anomaly Detection in IoT Systems
    Namrita Gummadi, Anna
    Napier, Jerry C.
    Abdallah, Mustafa
    IEEE ACCESS, 2024, 12 : 71024 - 71054
  • [47] Explainable Artificial Intelligence (XAI) Supporting Public Administration Processes - On the Potential of XAI in Tax Audit Processes
    Mehdiyev, Nijat
    Houy, Constantin
    Gutermuth, Oliver
    Mayer, Lea
    Fettke, Peter
    INNOVATION THROUGH INFORMATION SYSTEMS, VOL I: A COLLECTION OF LATEST RESEARCH ON DOMAIN ISSUES, 2021, 46 : 413 - 428
  • [48] Earthquake-Induced Building-Damage Mapping Using Explainable AI (XAI)
    Matin, Sahar S.
    Pradhan, Biswajeet
    SENSORS, 2021, 21 (13)
  • [49] Constrained Interval Type-2 Fuzzy Classification Systems for Explainable AI (XAI)
    D'Alterio, Pasquale
    Garibaldi, Jonathan M.
    John, Robert, I
    2020 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS (FUZZ-IEEE), 2020,
  • [50] Critical Thinking About Explainable AI (XAI) for Rule-Based Fuzzy Systems
    Mendel, Jerry M.
    Bonissone, Piero P.
    IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2021, 29 (12) : 3579 - 3593
12345