False-positive tolerant model misconduct mitigation in distributed federated learning on electronic health record data across clinical institutions.
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| Title: | False-positive tolerant model misconduct mitigation in distributed federated learning on electronic health record data across clinical institutions. |
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| Authors: | Edelson M; Department of Computer Science and Engineering, University of California San Diego, La Jolla, CA, USA., Pham A; Division of Biomedical Informatics, Department of Medicine, University of California San Diego, La Jolla, CA, USA.; Department of Biomedical Informatics, University of California San Diego Health, La Jolla, CA, USA., Kuo TT; Division of Biomedical Informatics, Department of Medicine, University of California San Diego, La Jolla, CA, USA. tsung-ting.kuo@yale.edu.; Department of Biomedical Informatics and Data Science, School of Medicine, Yale University, New Haven, CT, USA. tsung-ting.kuo@yale.edu.; Department of Surgery, School of Medicine, Yale University, New Haven, CT, USA. tsung-ting.kuo@yale.edu. |
| Source: | Scientific reports [Sci Rep] 2025 Jul 02; Vol. 15 (1), pp. 23310. Date of Electronic Publication: 2025 Jul 02. |
| Publication Type: | Journal Article |
| Journal Info: | Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN: 2045-2322 (Electronic) Linking ISSN: 20452322 NLM ISO Abbreviation: Sci Rep Subsets: MEDLINE |
| Database: | MEDLINE Ultimate |
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| ISSN: | 2045-2322 |
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| DOI: | 10.1038/s41598-025-04069-2 |
