An extended machine learning approach for binning donor-recipient HLA amino acid mismatches to predict kidney graft failure risk

Autor: Urbanowicz, R.J., Bandhey, H., Gragert, L., McCullough, K., Brown, N.K., Paynter, A.N., Kamoun, M.

Publikováno v: In Human Immunology September 2024 85 Supplement

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Realizing the Potential of Social Determinants Data: A Scoping Review of Approaches for Screening, Linkage, Extraction, Analysis and Interventions.

Autor: Li C; University of Pittsburgh School of Medicine Department of Biomedical Informatics., Mowery DL; University of Pennsylvania, Institute for Biomedical Informatics.; University of Pennsylvania, Department of Biostatistics, Epidemiology and Informatics., Ma X; University of Toronto, Institute of Health Policy Management and Evaluations., Yang R; Duke-NUS Medical School, Centre for Quantitative Medicine., Vurgun U; University of Pennsylvania, Institute for Biomedical Informatics., Hwang S; University of Pennsylvania, Institute for Biomedical Informatics., Donnelly HK; University of Pennsylvania, Department of Psychiatry., Bandhey H; Cedars-Sinai Medical Center, Department of Computational Biomedicine., Akhtar Z; Northwestern University, Kellogg School of Management., Senathirajah Y; University of Pittsburgh School of Medicine Department of Biomedical Informatics., Sadhu EM; University of Pittsburgh School of Medicine Department of Biomedical Informatics., Getzen E; University of Pennsylvania, Department of Biostatistics, Epidemiology and Informatics., Freda PJ; Cedars-Sinai Medical Center, Department of Computational Biomedicine., Long Q; University of Pennsylvania, Institute for Biomedical Informatics.; University of Pennsylvania, Department of Biostatistics, Epidemiology and Informatics., Becich MJ; University of Pittsburgh School of Medicine Department of Biomedical Informatics.

Publikováno v: MedRxiv : the preprint server for health sciences [medRxiv] 2024 Feb 06. Date of Electronic Publication: 2024 Feb 06.