Machine Learning Approaches to Define Candidates for Ambulatory Single Level Laminectomy Surgery

Predicting opioid dependence from electronic health records with machine learning

(2019) Randall J. Ellis et al.   BioData Mining

Machine Learning in Medicine

(2019) Alvin Rajkomar et al.   NEW ENGLAND JOURNAL OF MEDICINE

Artificial Intelligence and Machine Learning in Lower Extremity Arthroplasty: A Review

(2019) Heather S. Haeberle et al.   JOURNAL OF ARTHROPLASTY

Development and Validation of a Deep Neural Network Model for Prediction of Postoperative In-hospital Mortality

(2018) Christine K. Lee et al.   ANESTHESIOLOGY

Random forest versus logistic regression: a large-scale benchmark experiment

(2018) Raphael Couronné et al.   BMC BIOINFORMATICS

Making complex prediction rules applicable for readers: Current practice in random forest literature and recommendations

(2018) Anne-Laure Boulesteix et al.   BIOMETRICAL JOURNAL

Lumbar decompression in the elderly: increased age as a risk factor for complications and nonhome discharge

(2017) Meghan E. Murphy et al.   JOURNAL OF NEUROSURGERY-SPINE

Using the ACS-NSQIP to Identify Factors Affecting Hospital Length of Stay After Elective Posterior Lumbar Fusion

(2014) Bryce A. Basques et al.   SPINE

The Strengthening the Reporting of Observational Studies in Epidemiology (STROBE) Statement: Guidelines for reporting observational studies

(2014) Erik von Elm et al.   International Journal of Surgery

Clinical Outcomes of Discectomy in Octogenarian Patients With Lumbar Disc Herniation

(2011) Hai Nie et al.   JOURNAL OF SPINAL DISORDERS & TECHNIQUES

Permutation importance: a corrected feature importance measure

(2010) André Altmann et al.   BIOINFORMATICS

Trends, Major Medical Complications, and Charges Associated With Surgery for Lumbar Spinal Stenosis in Older Adults

(2010) Richard A. Deyo   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION