A machine‐learning approach for decision support and risk stratification of pediatric perioperative patients based on the APRICOT dataset

Autor: Geoffrey M. Gray, Luis M. Ahumada, Mohamed A. Rehman, Anna Varughese, Allison M. Fernandez, James Fackler, Hannah M. Yates, Walid Habre, Nicola Disma, Hannah Lonsdale

Publikováno v: Pediatric Anesthesia.

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::70f722f78194d30f16b637fc41e4a8a3
https://doi.org/10.1111/pan.14694

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

Autor: Ali, Jalali, Hannah, Lonsdale, Lillian V, Zamora, Luis, Ahumada, Anh Thy H, Nguyen, Mohamed, Rehman, James, Fackler, Paul A, Stricker, Allison M, Fernandez, Hannah, Yates

Publikováno v: Anesthesia & Analgesia. 132:160-171

Background Craniosynostosis is the premature fusion of ≥1 cranial sutures and often requires surgical intervention. Surgery may involve extensive osteotomies, which can lead to substantial blood loss. Currently, there are no consensus recommendatio

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::9d7f2756fdf2bd648b7ca7327f43c6b3
https://doi.org/10.1213/ane.0000000000004988

Perioperative Outcomes and Surgical Case Volume in Pediatric Complex Cranial Vault Reconstruction

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

Publikováno v: Anesthesia & Analgesia. 129:1069-1078

BACKGROUND Complex cranial vault reconstruction (CCVR) performed to treat craniosynostosis can be associated with significant blood loss, transfusion, and perioperative complications. The aim of this study was to examine the effect of CCVR surgical c

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::9905faa3ea1ccad694addd74c3e3f17a
https://doi.org/10.1213/ane.0000000000003515

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

Autor: Codruta N, Soneru, Allison M, Fernandez, Victoria, Bradford, Steven J, Staffa, Vidya T, Raman, Joseph, Cravero, David, Zurakowski, Petra M, Meier, Robert T, Wilder

Publikováno v: Paediatric Anaesthesia

Background Pediatric anesthesiology has been greatly impacted by COVID‐19 in the delivery of care to patients and to the individual providers. With this study, we sought to survey pediatric centers and highlight the variations in care related to pe

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::07520f8b0f2d2193ca6ecf118640300b
https://pubmed.ncbi.nlm.nih.gov/33687737

Safety of antifibrinolytics in cranial vault reconstructive surgery: a report from the pediatric craniofacial collaborative group

Autor: Susan M, Goobie, Franklyn P, Cladis, Chris D, Glover, Henry, Huang, Srijaya K, Reddy, Allison M, Fernandez, David, Zurakowski, Paul A, Stricker, Heike, Gries, Hubert, Benzon

Publikováno v: Pediatric Anesthesia. 27:271-281

SummaryBackground Antifibrinolytic therapy significantly decreases blood loss and transfusion in pediatric cranial vault reconstructive surgery; however, concern regarding the side effects profile limits clinical use. Aims The aim was to utilize the

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::d7c4c286795e89482b4b02ef0748929b
https://doi.org/10.1111/pan.13076