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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
Endoscopic Versus Open Repair for Craniosynostosis in Infants Using Propensity Score Matching to Compare Outcomes: A Multicenter Study from the Pediatric Craniofacial Collaborative Group.
Thompson DR, Zurakowski D, Haberkern CM, Stricker PA, Meier PM, Bannister C, Benzon H, Binstock W, Bosenberg A, Brzenski A, Budac S, Busso V, Capehart S, Chiao F, Cladis F, Collins M, Cusick J, Dabek R, Dalesio N, Falcon R, Fernandez A, Fernandez P, Fiadjoe J, Gangadharan M, Gentry K, Glover C, Goobie S, Gries H, Griffin A, Groenewald CB, Hajduk J, Hall R, Hansen J, Hetmaniuk M, Hsieh V, Huang H, Ingelmo P, Ivanova I, Jain R, Koh J, Kowalczyk-Derderian C, Kugler J, Labovsky K, Martinez JL, Mujallid R, Muldowney B, Nguyen KP, Nguyen T, Olutuye O, Soneru C, Petersen T, Poteet-Schwartz K, Reddy S, Reid R, Ricketts K, Rubens D, Skitt R, Sohn L, Staudt S, Sung W, Syed T, Szmuk P, Taicher B, Tetreault L, Watts R, Wong K, Young V, Zamora L; Pediatric Craniofacial Collaborative Group. Thompson DR, et al. Among authors: kowalczyk derderian c. Anesth Analg. 2018 Mar;126(3):968-975. doi: 10.1213/ANE.0000000000002454. Anesth Analg. 2018. PMID: 28922233
Perioperative Outcomes and Management in Pediatric Complex Cranial Vault Reconstruction: A Multicenter Study from the Pediatric Craniofacial Collaborative Group.
Stricker PA, Goobie SM, Cladis FP, Haberkern CM, Meier PM, Reddy SK, Nguyen TT, Cai L, Polansky M, Szmuk P, Fiadjoe J, Soneru C, Falcon R, Petersen T, Kowalczyk-Derderian C, Dalesio N, Budac S, Groenewald N, Rubens D, Thompson D, Watts R, Gentry K, Ivanova I, Hetmaniuk M, Hsieh V, Collins M, Wong K, Binstock W, Reid R, Poteet-Schwartz K, Gries H, Hall R, Koh J, Bannister C, Sung W, Jain R, Fernandez A, Tuite GF, Ruas E, Drozhinin O, Tetreault L, Muldowney B, Ricketts K, Fernandez P, Sohn L, Hajduk J, Taicher B, Burkhart J, Wright A, Kugler J, Barajas-DeLoa L, Gangadharan M, Busso V, Stallworth K, Staudt S, Labovsky KL, Glover CD, Huang H, Karlberg-Hippard H, Capehart S, Streckfus C, Nguyen KT, Manyang P, Martinez JL, Hansen JK, Levy HM, Brzenski A, Chiao F, Ingelmo P, Mujallid R, Olutoye OA, Syed T, Benzon H, Bosenberg A; Pediatric Craniofacial Collaborative Group. Stricker PA, et al. Among authors: kowalczyk derderian c. Anesthesiology. 2017 Feb;126(2):276-287. doi: 10.1097/ALN.0000000000001481. Anesthesiology. 2017. PMID: 27977460 Free article.
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.