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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

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, Alyssa
Budac, Stefan
Busso, Veronica
Chhabada, Surendrasingh
Chiao, Franklin
Cladis, Franklyn
Claypool, Danielle
Collins, Michael
Correll, Lynnie
Costandi, Andrew
Dabek, Rachel
Dalesio, Nicholas
Echeverry, Piedad
Falcon, Ricardo
Fernandez, Patrick
Fiadjoe, John
Gangadharan, Meera
Gentry, Katherine
Glover, Chris
Goobie, Susan M.
Gosman, Amanda
Grivoyannis, Anastasia
Grap, Shannon
Gries, Heike
Griffin, Allison
Hajduk, John
Haas, Thorsten
Hall, Rebecca
Hansen, Jennifer
Hetmaniuk, Mali
Homi, H. Mayumi
Hsieh, Vincent
Huang, Henry
Ingelmo, Pablo
Ivanova, Iskra
Jain, Ranu
Kanmanthreddy, Siri
Kars, Michelle
King, Mike
Koller, John
Kowalczyk-Derderian, Courtney
Kugler, Jane
Labovsky, Kristen
Lakheeram, Indrani
Lazar, Alina
Lee, Andrew
Lee, Jennifer
Luis Martinez, Jose
Masel, Brian
Mason, Aaron
Medellin, Eduardo
Mehta, Vivek
Meier, Petra
Mitzel Levy, Heather
Muhly, Wallis T.
Muldowney, Bridget
Nelson, Jonathon
Nicholson, Julie
Nguyen, Kim-Phuong
Nguyen, Thanh
Owens-Stubblefield, Margaret
Pankratz, Matt
Ramesh Parekh, Uma
Patel, Jasmine
Patel, Roshan
Perez-Pradilla, Carolina
Petersen, Timothy
Post, Julian
Poteet-Schwartz, Kim
Ranganathan, Pavithra
Reddy, Srijaya
Reid, Russell
Ricketts, Karene
Rodgers McCormick, Megan
Ryan, Laura
Sbrollini, Kaitlyn
Seidman, Peggy
Singh, Davinder
Singhal, Neil R.
Skitt, Rochelle
Soneru, Codruta
Sorial, Emad
Spitznagel, Rachel
Stubbeman, Bobbie
Sunder, Rani
Sung, Wai
Syed, Tariq
Szmuk, Peter
Taicher, Brad M.
Taylor, Jenna
Thompson, Douglas
Tretault, Lisa
Ungar-Kastner, Galit
Wieser, John
Wong, Karen
Yates, Hannah
Source :
Anesthesia & Analgesia; January 2021, Vol. 132 Issue: 1 p160-171, 12p
Publication Year :
2021

Details

Language :
English
ISSN :
00032999 and 15267598
Volume :
132
Issue :
1
Database :
Supplemental Index
Journal :
Anesthesia & Analgesia
Publication Type :
Periodical
Accession number :
ejs54824135
Full Text :
https://doi.org/10.1213/ANE.0000000000004988