A Conditional Inference Tree Model for Predicting Sleep-Related Breathing Disorders in Patients With Chiari Malformation Type 1: Description and External Validation

Álex Ferré, María A. Poca, María Dolores de la Calzada, Dulce Moncho, Aintzane Urbizu, Odile Romero, Gabriel Sampol, Juan Sahuquillo
2019 Journal of Clinical Sleep Medicine (JCSM)  
The aim of this study is to generate and validate supervised machine learning algorithms to detect patients with Chiari malformation (CM) 1 or 1.5 at high risk of the development of sleep-related breathing disorders (SRBD) using clinical and neuroradiological parameters.
doi:10.5664/jcsm.7578 pmid:30621833 pmcid:PMC6329533 fatcat:og6vmlatcjddha3q63ir4m5j2y