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Comparison of predictive models for cumulative live birth rate after treatment with ART
Can a machine learning model better predict the cumulative live birth rate for a couple after intrauterine insemination or embryo transfer than Cox regression based on their personal characteristics?Clinical outcomes and utilization from over a decade of planned oocyte cryopreservation
An age-related decline in fertility is a well-known physiologic effect related to decreases in oocyte quantity and quality (ACOG and ASRM, 2014). Older women who conceive naturally have an increased risk of fetal chromosomal abnormalities and pregnancy loss (Spandorfer and Chung, 2004). Despite this association, a global shift towards delayed childbearing has occurred (OECD Family Database, OECD, 2019). Age at first birth and the proportion of pregnancies in women over the age of 35 years have been increasing in the USA since 1980 (Martin et al., 2019).
