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Predicting ICU Mortality in Acute Respiratory Distress Syndrome Patients Using Machine Learning: The Predicting Outcome and STratifiCation of severity in ARDS (POSTCARDS) Study.
Crit Care Med. 2023 Dec 1;51(12):1638-1649. doi: 10.1097/CCM.0000000000006030. Epub 2023 Aug 31.
Crit Care Med. 2023.
PMID: 37651262
Modeling three sources of uncertainty in assisted reproductive technologies with probabilistic graphical models.
Hernández-González J, Valls O, Torres-Martín A, Cerquides J.
Hernández-González J, et al.
Comput Biol Med. 2022 Nov;150:106160. doi: 10.1016/j.compbiomed.2022.106160. Epub 2022 Oct 5.
Comput Biol Med. 2022.
PMID: 36242813
Free article.
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Fitting the data from embryo implantation prediction: Learning from label proportions.
Hernández-González J, Inza I, Crisol-Ortíz L, Guembe MA, Iñarra MJ, Lozano JA.
Hernández-González J, et al.
Stat Methods Med Res. 2018 Apr;27(4):1056-1066. doi: 10.1177/0962280216651098. Epub 2016 May 30.
Stat Methods Med Res. 2018.
PMID: 27242336
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A Robust Solution to Variational Importance Sampling of Minimum Variance.
Hernández-González J, Cerquides J.
Hernández-González J, et al.
Entropy (Basel). 2020 Dec 12;22(12):1405. doi: 10.3390/e22121405.
Entropy (Basel). 2020.
PMID: 33322766
Free PMC article.
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Fairness and bias correction in machine learning for depression prediction across four study populations.
Dang VN, Cascarano A, Mulder RH, Cecil C, Zuluaga MA, Hernández-González J, Lekadir K.
Dang VN, et al. Among authors: hernandez gonzalez j.
Sci Rep. 2024 Apr 3;14(1):7848. doi: 10.1038/s41598-024-58427-7.
Sci Rep. 2024.
PMID: 38570587
Free PMC article.
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Two datasets of defect reports labeled by a crowd of annotators of unknown reliability.
Hernández-González J, Rodriguez D, Inza I, Harrison R, Lozano JA.
Hernández-González J, et al.
Data Brief. 2018 Mar 28;18:840-845. doi: 10.1016/j.dib.2018.03.109. eCollection 2018 Jun.
Data Brief. 2018.
PMID: 29900248
Free PMC article.
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