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Development and Validation of a Pregnancy  Form

Development and Validation of a Pregnancy Form

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my name is Yamin Zhu I'm an epidemiologist and instructor in medicine at Harvard Medical School and the Brigham and the Women's Hospital I'm also part of the Harvard program in perinatal and the Pediatric pharmacal epidemiology research group in recent years Healthcare utilization databases have been increasingly used to study medication safety in pregnancy the objective of our study was to develop and validate a claims-based gestational age algorithm among live births using such kind of databases to accomplish this goal we utilize the Medicaid analytic extractor files linked to State burstive data we developed four candidate algorithms based on preterm codes pre-term and post-term codes the timing of prenatal screening tests and also prediction models for the prediction models we utilize the both the conventional regression models and also machine learning algorithms to assess the performance of the algorithms we developed to predict gestational age we estimate

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