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Machine learning-enabled maternal risk assessment for women with pre-eclampsia (the PIERS-ML model): a modelling study.
Montgomery-Csobán T, Kavanagh K, Murray P, Robertson C, Barry SJE, Vivian Ukah U, Payne BA, Nicolaides KH, Syngelaki A, Ionescu O, Akolekar R, Hutcheon JA, Magee LA, von Dadelszen P; PIERS Consortium. Montgomery-Csobán T, et al. Among authors: vivian ukah u. Lancet Digit Health. 2024 Apr;6(4):e238-e250. doi: 10.1016/S2589-7500(23)00267-4. Lancet Digit Health. 2024. PMID: 38519152 Free PMC article.
Development and internal validation of the multivariable CIPHER (Collaborative Integrated Pregnancy High-dependency Estimate of Risk) clinical risk prediction model.
Payne BA, Ryan H, Bone J, Magee LA, Aarvold AB, Mark Ansermino J, Bhutta ZA, Bowen M, Guilherme Cecatti J, Chazotte C, Crozier T, de Pont AJM, Demirkiran O, Duan T, Kallen M, Ganzevoort W, Geary M, Goffman D, Hutcheon JA, Joseph KS, Lapinsky SE, Lataifeh I, Li J, Liskonova S, Hamel EM, McAuliffe FM, O'Herlihy C, Mol BWJ, Seaward PGR, Tadros R, Togal T, Qureshi R, Vivian Ukah U, Vasquez D, Wallace E, Yong P, Zhou V, Walley KR, von Dadelszen P; CIPHER Group. Payne BA, et al. Among authors: vivian ukah u. Crit Care. 2018 Oct 30;22(1):278. doi: 10.1186/s13054-018-2215-6. Crit Care. 2018. PMID: 30373675 Free PMC article.