Article
Deep phenotyping to predict live birth outcomes in in vitro fertilization.
Proceedings of the National Academy of Sciences of the United States of America - 3 Aug 2010
Banerjee Prajna, Choi Bokyung, Shahine Lora K, Jun Sunny H, O'Leary Kathleen, Lathi Ruth B, Westphal Lynn M, Wong Wing H, Yao Mylene W M
Abstract excerpt
Nearly 75% of in vitro fertilization (IVF) treatments do not result in live births and patients are largely guided by a generalized age-based prognostic stratification. We sought to provide personalized and validated prognosis by using available clinical and embryo data from prior, failed treatments to predict live birth probabilities in the subsequent treatment. We generated a boosted tree model, IVFBT, by...
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