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Using simple clinical and ultrasound variables to develop a model to predict first trimester pregnancy viability.
Al-Memar M, Fourie H, Vaulet T, Lawson K, Bobdiwala S, Saso S, Farren J, Pipi M, De Moor B, Stalder C, Bennett P, Timmerman D, Bourne T. Al-Memar M, et al. Among authors: pipi m. Eur J Obstet Gynecol Reprod Biol. 2024 Jan;292:187-193. doi: 10.1016/j.ejogrb.2023.11.030. Epub 2023 Nov 25. Eur J Obstet Gynecol Reprod Biol. 2024. PMID: 38039901 Free article.
Gradient boosted trees with individual explanations: An alternative to logistic regression for viability prediction in the first trimester of pregnancy.
Vaulet T, Al-Memar M, Fourie H, Bobdiwala S, Saso S, Pipi M, Stalder C, Bennett P, Timmerman D, Bourne T, De Moor B. Vaulet T, et al. Among authors: pipi m. Comput Methods Programs Biomed. 2022 Jan;213:106520. doi: 10.1016/j.cmpb.2021.106520. Epub 2021 Nov 10. Comput Methods Programs Biomed. 2022. PMID: 34808532 Free PMC article.