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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.
Jalali A, Lonsdale H, Zamora LV, Ahumada L, Nguyen ATH, Rehman M, Fackler J, Stricker PA, Fernandez AM; Pediatric Craniofacial Collaborative Group. Jalali A, et al. Anesth Analg. 2021 Jan;132(1):160-171. doi: 10.1213/ANE.0000000000004988. Anesth Analg. 2021. PMID: 32618624
Predictors of transfusion outcomes in pediatric complex cranial vault reconstruction: a multicentre observational study from the Pediatric Craniofacial Collaborative Group.
Fernandez PG, Taicher BM, Goobie SM, Gangadharan M, Homi HM, Kugler JA, Skitt R, Cai L, Polansky M, Stricker PA; Pediatric Craniofacial Collaborative Group. Fernandez PG, et al. Can J Anaesth. 2019 May;66(5):512-526. doi: 10.1007/s12630-019-01307-w. Epub 2019 Feb 14. Can J Anaesth. 2019. PMID: 30767183 English.
Predictors of perioperative complications in paediatric cranial vault reconstruction surgery: a multicentre observational study from the Pediatric Craniofacial Collaborative Group.
Goobie SM, Zurakowski D, Isaac KV, Taicher BM, Fernandez PG, Derderian CK, Hetmaniuk M, Stricker PA; Pediatric Craniofacial Collaborative Group. Goobie SM, et al. Br J Anaesth. 2019 Feb;122(2):215-223. doi: 10.1016/j.bja.2018.10.061. Epub 2018 Dec 19. Br J Anaesth. 2019. PMID: 30686307 Free article.