Using Machine Learning to Predict the Diagnosis, Management and Severity of Pediatric Appendicitis

• Prif Awduron: Ricards Marcinkevics (Awdur), Patricia Reis Wolfertstetter (Awdur), Sven Wellmann (Awdur), Christian Knorr (Awdur), Julia E. Vogt (Awdur)
• Fformat: Llyfr
• Cyhoeddwyd: Frontiers Media S.A., 2021-04-01T00:00:00Z.
• Pynciau: article
• Mynediad Ar-lein: Connect to this object online.

Background: Given the absence of consolidated and standardized international guidelines for managing pediatric appendicitis and the few strictly data-driven studies in this specific, we investigated the use of machine learning (ML) classifiers for predicting the diagnosis, management and severity of...