Machine Learning Model Identifies Increased Operative Time and Greater BMI as Predictors for Overnight Admission After Outpatient Hip Arthroscopy

• Main Authors: Bryant M. Song, M.S (Author), Yining Lu, M.D (Author), Ryan R. Wilbur, B.A (Author), Ophelie Lavoie-Gagne, M.D (Author), Ayoosh Pareek, M.D (Author), Brian Forsythe, M.D (Author), Aaron J. Krych, M.D (Author)
• Format: Book
• Published: Elsevier, 2021-12-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

Purpose: The purposes of this study were to identify patient characteristics and risk factors for overnight admission following outpatient hip arthroscopy and to develop a machine learning algorithm that can effectively identify patients requiring admission following elective hip arthroscopy. Method...