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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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Safety of antifibrinolytics in 6583 pediatric patients having craniosynostosis surgery: A decade of data reported from the multicenter Pediatric Craniofacial Collaborative Group

by King, Michael R., Staffa, Steven J., Stricker, Paul A., Pérez‐Pradilla, Carolina, Nelson, Olivia, Benzon, Hubert A., Goobie, Susan M., Bailey, Katherine, Bhandari, Angelina, Beethe, Amy, Bradford, Victoria, Bradley, James, Bryan, Kayla, Brzenski, Alyssa, Busso, Veronica, Chhabada, Surendrasingh, Chiao, Franklin, Ching, Jessica, Cladis, Franklyn, Claypool, Danielle, Collins, Michael, Correll, Lynnie, Costandi, Andrew, Dalesio, Nicholas, Downard, Martina, Echeverry, Piedad, Edala, Thejovathi, Ellison, Pavithra R., Enicker, Basil, Falcon, Ricardo, Fernandez, Allison, Fiadjoe, John, Gangadharan, Meera, Gosman, Amanda, Grivoyannis, Anastasia, Gries, Heike, Griffin, Allison, Hansen, Jennifer, Hetmaniuk, Mali, Homi, H. Mayumi, Hsieh, Hannah, Hsieh, Vincent, Huang, Henry, Ingelmo, Pablo, Ivanova, Iskra, Jain, Ranu, Kanmanthreddy, Siri, Kars, Michelle, Koller, John, Kowalczyk‐Derderian, Courtney, Kugler, Jane, Labovsky, Kristen, Lakheeram, Indrani, Lazar, Alina, Lee, Andrew, Madaree, Anil, Martinez, Jose Luis, Mason, Aaron, Medellin, Eduardo, Meier, Petra M., Levy, Heather Mitzel, Muhly, Wallis T., Muldowney, Bridget, Nelson, Jonathon, Nicholson, Julie, Nguyen, Kim‐Phuong, Owens‐Stubblefield, Margaret, Parekh, Uma Ramesh, Parikh, Mihir, Patel, Jasmine, Patel, Roshan, Post, Julian, Poteet‐Schwartz, Kim, Puglia, Michael P., Reddy, Srijaya K., Reid, Russell, Ricketts, Karene, McCormick, Megan Rodgers, Ryan, Laura, Sbrollini, Kaitlyn, Seidman, Peggy, Salik, Irim, Singhal, Neil R., Skitt, Rochelle, Soneru, Codruta, Sorial, Emad, Starker, Elizabeth, Stubbeman, Bobbie, Sunder, Rani, Sung, Wai, Syed, Tariq, Szmuk, Peter, Taicher, Brad M., Taylor, Kimberly, Thompson, Douglas, Titler, Sarah S., Ungar‐Kastner, Galit, Whyte, Simon, Wong, Karen, Zamora, Lillian
Published in Pediatric anesthesia (01.12.2022)

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Predictors of perioperative complications in paediatric cranial vault reconstruction surgery: a multicentre observational study from the Pediatric Craniofacial Collaborative Group

by Goobie, S.M., Zurakowski, D., Isaac, K.V., Taicher, B.M., Fernandez, P.G., Derderian, C.K., Hetmaniuk, M., Stricker, P.A., Abruzzese, Christopher, Apuya, Jesus, Beethe, Amy, Benzon, Hubert, Binstock, Wendy, Brzenski, Alyssa, Budac, Stefan, Busso, Veronica, Chhabada, Surendrasingh, Chiao, Franklin, Cladis, Franklyn, Claypool, Danielle, Collins, Michael, Dabek, Rachel, Dalesio, Nicholas, Falconl, Ricardo, Fernandez, Allison, 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, Levy, Heather Mitzel, Muhly, Wallis T., Muldowney, Bridget, Nelson, Jonathon, Nicholson, Julie, Nguyen, Kim-Phuong, Nguyen, Thanh, Olutuye, Olutoyin, Owens-Stubblefield, Margaret, Parekh, Uma Ramesh, Petersen, Timothy, Pohl, Vanessa, Post, Julian, Poteet-Schwartz, Kim, Prozesky, Jansie, Reddy, Srijaya, Reid, Russell, Ricketts, Karene, Rubens, Daniel, Ryan, Laura, Skitt, Rochelle, Soneru, Codruta, Spitznagel, Rachel, Stricker, Paul, 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, Lillian
Published in British journal of anaesthesia : BJA (01.02.2019)

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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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A survey of the global impact of COVID‐19 on the practice of pediatric anesthesia: A study from the pediatric anesthesia COVID‐19 Collaborative Group

by Soneru, Codruta N., Fernandez, Allison M., Bradford, Victoria, Staffa, Steven J., Raman, Vidya T., Cravero, Joseph, Zurakowski, David, Meier, Petra M., Anderson, Brian, Balakrishnan, Sindu, Bansal, Vipin, Torres, Angela Becerra, Beethe, Amy, Benzon, Hubert A, Bhandari, Angelina, Bocanegra, Ashley, Bould, Dylan, Peterson, Melissa Brooks, Brzenski, Alyssa, Busso, Veronica, Cain, James G, Cassidy, Myles, Cheon, Eric C, Chhabada, Surendrasingh, Correll, Lynnie R, Dalesio, Nicholas M, Davidson, Andrew, Derderian, Courtney, Dhumak, Vipul, Disma, Nicola, D'Mello, Ajay, Echeverry, Piedad, Ellison, Pavithra R, Erb, Thomas, Fajardo, Angelica, Falcon, Ricardo J, Frugoni, Brian, García, Javier, Giraldo, Olga Lucía, Glover, Chris D, Goeller, Jessica, Goobie, Susan M, Gooch, Ingrid, Granados, Lina Maria, Grivoyannis, Anastasia, Guruswamy, Velu, Hesselink, Emily, Hobbs, Jill, Hunyady, Agnes, Jain, Ranu, Jorge‐Reynolds, Lydia, Kato, Meredith A, King, Michael R, Kitzman, Jamie, Koh, Jeffrey, Lester, Andy, Lorinc, Amanda, Lozano, Constanza, Manupipatpong, Katherine, Matava, Clyde, McLuckie, Duncan, Merchant, Kanwal, Levy, Heather Mitzel, Muldowney, Bridget L, Navarro, Julian Andres, Nelson, Jonathon, Patel, Amish, Patel, Roshan, Ravula, Niroop, Reddy, Desigen, Reddy, Srijaya K, McCormick, Megan Rodgers, Roque, Remigio (Remi), Rosen, David, Beel, Elizabeth Rossmann, Rothschild, Leelach, Sarmiento, Lina, Shadrina, Anna, Shaw, Robert, Sheth, Michelle, Simpao, Allan F, Singh, Neeta, Smith, Timothy E, Soria, Claire, Szmuk, Peter, Taicher, Brad M., Tan, Gee Mei, Teng, Howard, Edala, Thejovathi, Tighe, Nathaniel, Tom, Simon, Trujillo, Alexander, Vishneski, Susan R, Vivas, Juan Pablo, Samek, Adam Von, von Ungern‐Sternberg, Britta S, Whyte, Simon, Wilder, Robert T.
Published in Pediatric anesthesia (01.06.2021)

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The Pediatric Craniofacial Collaborative Group (PCCG) Consensus Conference Methodology

by Derderian, Courtney K., Derderian, Christopher A., Fernandez, Allison, Glover, Chris D., Goobie, Susan, Hansen, Jennifer K., King, Michael, Kugler, Jane, Lang, Shih‐Shan, Meier‐Haran, Petra, Nelson, Olivia, Reid, Russell, Ricketts, Karene, Rottgers, Stephen A., Singh, Davinder, Szmuk, Peter, Taicher, Brad M., Taylor, Jesse, Stricker, Paul A., Abruzzese, Christopher, Bhandari, Angelina, Beethe, Amy, Benzon, Hubert, Binstock, Wendy, Bradford, Victoria, Brzenski, Alyssa, Budac, Stefan, Chhabada, Surendrasingh, Cladis, Franklyn, Claypool, Danielle, Collins, Michael, Costandi, Andrew, Dabek, Rachel, Dalesio, Nicholas, Edala, Thejovathi, Falcon, Ricardo, Fiadjoe, John, Gangadharan, Meera, Glover, Chris, Goobie, Susan M., Gosman, Amanda, Grivoyannis, Anastasia, Grap, Shannon, Griffin, Allison, Hajduk, John, Haas, Thorsten, Hall, Rebecca, Hansen, Jennifer, Hetmaniuk, Mali, Hsieh, Vincent, Huang, Henry, Ingelmo, Pablo, Ivanova, Iskra, Jain, Ranu, Kanmanthreddy, Siri, Kars, Michelle, King, Mike, Koller, John, Lakheeram, Indrani, Lazar, Alina, Lee, Andrew, Lee, Jennifer, Martinez, Jose Luis, Mason, Aaron, Mehta, Vivek, Meier, Petra, Mitzel Levy, Heather, Muhly, Wallis T., Muldowney, Bridget, Nelson, Jonathon, Nicholson, Julie, Nguyen, Kim‐Phuong, Owens‐Stubblefield, Margaret, Pankratz, Matt, Ramesh Parekh, Uma, Patel, Jasmine, Patel, Roshan, Patel, Vikram, Perez‐Pradilla, Carolina, Petersen, Timothy, Post, Julian, Poteet‐Schwartz, Kim, Reddy, Srijaya, Ryan, Laura, Sbrollini, Kaitlyn, Seidman, Peggy, Singhal, Neil R., Skitt, Rochelle, Soneru, Codruta, Sorial, Emad, Spitznagel, Rachel, Stubbeman, Bobbie, Sung, Wai, Syed, Tariq, Taylor, Jenna, Taylor, Kimberly, Thompson, Douglas, Wong, Karen, Yates, Hannah, Zamora, Lillian
Published in Pediatric anesthesia (01.02.2021)

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Perioperative outcomes and management in midface advancement surgery: a multicenter observational descriptive study from the Pediatric Craniofacial Collaborative Group

by Glover, Chris D., Fernandez, Allison M., Huang, Henry, Derderian, Christopher, Binstock, Wendy, Reid, Russell, Dalesio, Nicholas M., Zhong, John, Stricker, Paul A., Abruzzese, Christopher, Apuya, Jesus, Beethe, Amy, Benzon, Hubert, Brzenski, Alyssa, Budac, Stefan, Busso, Veronica, Chiao, Franklin, Cladis, Franklyn, Claypool, Danielle, Collins, Michael, Falcon, Ricardo, Fernandez, Patrick, Fiadjoe, John, Gangadharan, Meera, Gentry, Katherine, Goobie, Susan, Gosman, Amanda, Grap, Shannon, Gries, Heike, Griffin, Allison, Haberkern, Charles, Hajduk, John, Hall, Rebecca, Hansen, Jennifer, Hetmaniuk, Mali, Hsieh, Vincent, 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, Levy, Heather Mitzel, Muhly, Wallis T., Muldowney, Bridget, Nelson, Jonathon, Nicholson, Julie, Nguyen, Kim‐Phuong, Nguyen, Thanh, Olutuye, Olutoyin A., Owens‐Stubblefield, Margaret, Parekh, Uma Ramesh, Petersen, Timothy, Pohl, Vanessa, Poteet‐Schwartz, Kim, Prozesky, Jansie, Reddy, Srijaya, Ricketts, Karene, Rubens, Daniel, MD, Laura Ryan, 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, RN, Lisa Tretault, Ungar‐Kastner, Galit, Watts, Rheana, Wieser, John, Wong, Karen, Zamora, Lillian
Published in Pediatric anesthesia (01.08.2018)

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