Equitable machine learning counteracts ancestral bias in precision medicine.
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| Title: | Equitable machine learning counteracts ancestral bias in precision medicine. |
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| Authors: | Smith LA; Department of Computer & Information Science & Engineering, University of Florida, 1889 Museum Rd, Gainesville, 32611, FL, USA., Cahill JA; Environmental Engineering Sciences Department, University of Florida, 365 Weil Hall, Gainesville, 32611, FL, USA.; UF Genetics Institute, University of Florida, 2033 Mowry Rd, Gainesville, 32610, FL, USA., Lee JH; Department of Biostatistics, University of Florida, 2004 Mowry Rd, Gainesville, Gainesville, 32603, FL, USA.; UF Health Cancer Center, University of Florida, 2033 Mowry Rd, Gainesville, 32610, FL, USA., Graim K; Department of Computer & Information Science & Engineering, University of Florida, 1889 Museum Rd, Gainesville, 32611, FL, USA. kgraim@ufl.edu.; UF Genetics Institute, University of Florida, 2033 Mowry Rd, Gainesville, 32610, FL, USA. kgraim@ufl.edu.; UF Health Cancer Center, University of Florida, 2033 Mowry Rd, Gainesville, 32610, FL, USA. kgraim@ufl.edu. |
| Source: | Nature communications [Nat Commun] 2025 Mar 10; Vol. 16 (1), pp. 2144. Date of Electronic Publication: 2025 Mar 10. |
| Publication Type: | Journal Article |
| Journal Info: | Publisher: Nature Pub. Group Country of Publication: England NLM ID: 101528555 Publication Model: Electronic Cited Medium: Internet ISSN: 2041-1723 (Electronic) Linking ISSN: 20411723 NLM ISO Abbreviation: Nat Commun Subsets: MEDLINE |
| Database: | MEDLINE Ultimate |
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| ISSN: | 2041-1723 |
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| DOI: | 10.1038/s41467-025-57216-8 |