1. Machine Learning Applied to Registry Data: Development of a Patient-Specific Prediction Model for Blood Transfusion Requirements During Craniofacial Surgery Using the Pediatric Craniofacial Perioperative Registry Dataset. (January 2021) Authors: Jalali, Ali; Lonsdale, Hannah; Zamora, Lillian V.; Ahumada, Luis; Nguyen, Anh Thy H.; Rehman, Mohamed; Fackler, James; Stricker, Paul A.; Fernandez, Allison M.; Abruzzese, Christopher; Apuya, Jesus; Bhandari, Angelina; Beethe, Amy; Benzon, Hubert; Binstock, Wendy; Bradford, Victoria; Brzenski, Al... Journal: Anesthesia & analgesia Issue: Volume 132:(2021)Supplement 1 3S Page Start: Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗