The ethics of data mining in healthcare: challenges, frameworks, and future directions.

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Title: The ethics of data mining in healthcare: challenges, frameworks, and future directions.
Authors: Ahmed MM; Faculty of Medicine and Health Sciences, SIMAD University, Mogadishu, Somalia. momustafahmed@simad.edu.so., Okesanya OJ; Department of Public Health and Maritime Transport, University of Thessaly, Volos, Greece.; Department of Medical Laboratory Science, Chrisland University, Ajebo, Abeokuta, Nigeria., Oweidat M; College of Medicine, Hebron University, Hebron, Palestine., Othman ZK; Department of Pharmacy, Kurdistan Technical Institute, Sulaymaniyah, Kurdistan Region, Iraq., Musa SS; School of Global Health, Faculty of Medicine, Chulalongkorn University, Bangkok, Thailand.; Department of Nursing Science, Ahmadu Bello University, Zaria, Nigeria., Lucero-Prisno Iii DE; Department of Global Health and Development, London School of Hygiene and Tropical Medicine, London, UK.; Center for Research and Development, Cebu Normal University, Cebu, Philippines.; Center for University Research, University of Makati, Makati City, Philippines.
Source: BioData mining [BioData Min] 2025 Jul 11; Vol. 18 (1), pp. 47. Date of Electronic Publication: 2025 Jul 11.
Publication Type: Journal Article; Review
Journal Info: Publisher: BioMed Central Country of Publication: England NLM ID: 101319161 Publication Model: Electronic Cited Medium: Print ISSN: 1756-0381 (Print) Linking ISSN: 17560381 NLM ISO Abbreviation: BioData Min Subsets: PubMed not MEDLINE
Database: MEDLINE Ultimate
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ISSN:1756-0381
DOI:10.1186/s13040-025-00461-w