The Children's Hospital-Acquired Thrombosis (CHAT) Consortium Admission Risk-Assessment Models from Traditional Biostatistics and Machine Learning

• Published in: Blood Vol. 134; no. Supplement_1; p. 635
• Main Authors: Mahajerin, Arash, Jaffray, Julie, Stillings, Amy, Krava, Emily, Malvar, Jemily, Ji, Lingyun, Sposto, Richard, Fargo, John H., Cooper, James D., Croteau, Stacy E., Silvey, Michael, Bakeer, Nihal, Jalali, Ali, Lonsdale, Hannah, Ahumada, Luis, Zakai, Neil A., Faustino, E Vince S, Goldenberg, Neil A, Young, Guy, Branchford, Brian R.
• Format: Journal Article
• Language: English
• Published: Elsevier Inc 13.11.2019

Introduction Incidence of pediatric hospital-acquired venous thromboembolism (HA-VTE) is increasing raising concern for acute and chronic sequelae and impact on the health care system. This has prompted many pediatric centers to implement prophylaxis programs despite the lack of a validated risk-ass...