Artificial intelligence (AI) systems for interpreting complex medical datasets

被引:46
|
作者
Altman, R. B. [1 ]
机构
[1] Stanford Univ, Stanford, CA 94305 USA
关键词
D O I
10.1002/cpt.650
中图分类号
R9 [药学];
学科分类号
1007 ;
摘要
Advances in machine intelligence have created powerful capabilities in algorithms that find hidden patterns in data, classify objects based on their measured characteristics, and associate similar patients/diseases/drugs based on common features. However, artificial intelligence (AI) applications in medical data have several technical challenges: complex and heterogeneous datasets, noisy medical datasets, and explaining their output to users. There are also social challenges related to intellectual property, data provenance, regulatory issues, economics, and liability.
引用
收藏
页码:585 / 586
页数:2
相关论文
共 50 条
  • [1] Synthetic Datasets and Medical Artificial Intelligence Specifics
    Shamaev, Dmitry
    [J]. DATA SCIENCE AND ALGORITHMS IN SYSTEMS, 2022, VOL 2, 2023, 597 : 519 - 528
  • [2] THE USE OF ARTIFICIAL INTELLIGENCE (AI) IN INTERPRETING THE VALIDITY OF MITOSCORE.
    Naik, Dattatray
    Chettiar, Shiva
    Madon, Prochi
    Athalye, Arundhati
    Patel, Alpesh
    Agarwal, Sapna
    Sanap, Rupesh
    Sanap, Mangesh
    Dhumal, Suresh
    Naik, Nandkishor Jagannath
    Warang, Dhanashree
    Padyal, Prashant
    Parikh, Firuza
    [J]. FERTILITY AND STERILITY, 2021, 116 (03) : E398 - E399
  • [3] Medical Diagnostic Systems Using Artificial Intelligence (AI) Algorithms: Principles and Perspectives
    Kaur, Simarjeet
    Singla, Jimmy
    Nkenyereye, Lewis
    Jha, Sudan
    Prashar, Deepak
    Joshi, Gyanendra Prasad
    El-Sappagh, Shaker
    Islam, Md Saiful
    Islam, S. M. Riazul
    [J]. IEEE ACCESS, 2020, 8 : 228049 - 228069
  • [4] Medical operational AI: artificial intelligence in routine medical operations
    Berns, Fabian
    Heilig, Niclas
    Stumpe, Florian
    Kirchhoff, Jan
    [J]. JOURNAL OF LABORATORY MEDICINE, 2023, 47 (04) : 171 - 179
  • [5] Artificial Intelligence (AI) and Information Systems: Perspectives to Responsible AI
    Denis Dennehy
    Anastasia Griva
    Nancy Pouloudi
    Yogesh K. Dwivedi
    Matti Mäntymäki
    Ilias O. Pappas
    [J]. Information Systems Frontiers, 2023, 25 : 1 - 7
  • [6] Artificial Intelligence (AI) and Information Systems: Perspectives to Responsible AI
    Dennehy, Denis
    Griva, Anastasia
    Pouloudi, Nancy
    Dwivedi, Yogesh K.
    Mantymaki, Matti
    Pappas, Ilias O.
    [J]. INFORMATION SYSTEMS FRONTIERS, 2023, 25 (01) : 1 - 7
  • [7] Embedding Values in Artificial Intelligence (AI) Systems
    van de Poel, Ibo
    [J]. MINDS AND MACHINES, 2020, 30 (03) : 385 - 409
  • [8] Embedding Values in Artificial Intelligence (AI) Systems
    Ibo van de Poel
    [J]. Minds and Machines, 2020, 30 : 385 - 409
  • [9] Can Artificial Intelligence (AI) be a Reviewer of a Medical Article?
    Yorukoglu, Kutsal
    [J]. TURKISH JOURNAL OF PATHOLOGY, 2024, 40 (02) : 75 - 77
  • [10] Can an Artificial Intelligence (AI) Be an Author on a Medical Paper?
    Portnoy, Jay M.
    Oppenheimer, John J.
    [J]. JOURNAL OF ALLERGY AND CLINICAL IMMUNOLOGY-IN PRACTICE, 2023, 11 (07): : 2067 - 2068