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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

by Jalali, Ali, Lonsdale, Hannah, Zamora, Lillian V, Ahumada, Luis, Nguyen, Anh Thy H, Rehman, Mohamed, Fackler, James, Bhandari, Angelina, 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, 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, Muhly, Wallis T, Muldowney, Bridget, Nelson, Jonathon, Nicholson, Julie, Nguyen, Kim-Phuong, Nguyen, Thanh, Owens-Stubblefield, Margaret, Pankratz, Matt, Ramesh Parekh, Uma, Patel, Jasmine, Perez-Pradilla, Carolina, Petersen, Timothy, Post, Julian, Poteet-Schwartz, Kim, Ranganathan, Pavithra, Reddy, Srijaya, Reid, Russell, Rodgers McCormick, Megan, Ryan, Laura, Sbrollini, Kaitlyn, Seidman, Peggy, Singh, Davinder, Singhal, Neil R, Skitt, Rochelle, Soneru, Codruta, Sorial, Emad, Spitznagel, Rachel, Stubbeman, Bobbie, Sung, Wai, Syed, Tariq, Szmuk, Peter, Taicher, Brad M, Taylor, Jenna, Thompson, Douglas, Tretault, Lisa, Ungar-Kastner, Galit, Yates, Hannah
Published in Anesthesia and analgesia (01.01.2021)

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Perioperative Outcomes and Surgical Case Volume in Pediatric Complex Cranial Vault Reconstruction: A Multicenter Observational Study From the Pediatric Craniofacial Collaborative Group

by Fernandez, Allison M, Reddy, Srijaya K, Gordish-Dressman, Heather, Muldowney, Bridget L, Martinez, José Luis, Chiao, Franklin, Stricker, Paul A, Abruzzese, Christopher, Apuya, Jesus, Beethe, Amy, Benzon, Hubert, Binstock, Wendy, Brzenski, Alyssa, Budac, Stefan, Busso, Veronica, Chhabada, Surendrasingh, Cladis, Franklyn, Claypool, Danielle, Collins, Michael, Dabek, Rachel, Dalesio, Nicholas, Falcon, Ricardo, Fernandez, Patrick, Fiadjoe, John, Gangadharan, Meera, Gentry, Katherine, Glover, Chris, Goobie, Susan M, Gosman, Amanda, Grap, Shannon, Gries, Heike, Griffin, Allison, Haberkern, Charles, Hajduk, John, Hall, Rebecca, Hansen, Jennifer, Hetmaniuk, Mali, Hsieh, Vincent, Huang, Henry, Ingelmo, Pablo, Ivanova, Iskra, Jain, Ranu, Kars, Michelle, Kowalczyk-Derderian, Courtney, Kugler, Jane, Labovsky, Kristen, Lakheeram, Indrani, Lee, Andrew, Martinez, Jose Luis, Masel, Brian, Medellin, Eduardo, Meier, Petra, Mitzel Levy, Heather, Muhly, Wallis T, Nelson, Jonathon, Nicholson, Julie, Nguyen, Kim-Phuong, Nguyen, Thanh, Olutuye, Olutoyin, Owens-Stubblefield, Margaret, Ramesh Parekh, Uma, Petersen, Timothy, Pohl, Vanessa, Post, Julian, Poteet-Schwartz, Kim, Prozesky, Jansie, Reid, Russell, Ricketts, Karene, Rubens, Daniel, Ryan, Laura, Skitt, Rochelle, Soneru, Codruta, Spitznagel, Rachel, Singh, Davinder, Singhal, Neil R, Sorial, Emad, Staudt, Susan, Stubbeman, Bobbie, Sung, Wai, Syed, Tariq, Szmuk, Peter, Taicher, Brad M, Thompson, Douglas, Tretault, Lisa, Ungar-Kastner, Galit, Watts, Rheana, Wieser, John, Wong, Karen, Zamora, and Lillian
Published in Anesthesia and analgesia (01.10.2019)

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