From algorithmic innovation to clinical deployment: A systematic review of methodological gaps limiting federated learning in healthcare.

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Bibliographic Details
Title: From algorithmic innovation to clinical deployment: A systematic review of methodological gaps limiting federated learning in healthcare.
Authors: Vijayasarathy S; Department of Biotechnology, PES University, Ring Road Campus, BSK III Stage, Bangalore 560085, Karnataka, India.
Source: International journal of medical informatics [Int J Med Inform] 2026 Jun 15; Vol. 213, pp. 106365. Date of Electronic Publication: 2026 Mar 01.
Publication Type: Journal Article; Systematic Review; Review
Journal Info: Publisher: Elsevier Science Ireland Ltd Country of Publication: Ireland NLM ID: 9711057 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1872-8243 (Electronic) Linking ISSN: 13865056 NLM ISO Abbreviation: Int J Med Inform Subsets: MEDLINE
Database: MEDLINE Ultimate
Description
ISSN:1872-8243
DOI:10.1016/j.ijmedinf.2026.106365