Predicting Readmission After Anterior, Posterior, and Posterior Interbody Lumbar Spinal Fusion: A Neural Network Machine Learning Approach

Internal and External Validation of a Machine Learning Risk Score for Acute Kidney Injury

(2020) Matthew M. Churpek et al.   JAMA Network Open

Machine Learning and Deep Neural Networks in Thoracic and Cardiovascular Imaging

(2019) Tara A. Retson et al.   JOURNAL OF THORACIC IMAGING

Machine learning modeling for predicting hospital readmission following lumbar laminectomy

(2019) Saisanjana Kalagara et al.   JOURNAL OF NEUROSURGERY-SPINE

Dynamic multi-outcome prediction after injury: Applying adaptive machine learning for precision medicine in trauma

(2019) S. Ariane Christie et al.   PLoS One

Can machine learning algorithms accurately predict discharge to nonhome facility and early unplanned readmissions following spinal fusion? Analysis of a national surgical registry

(2019) Anshit Goyal et al.   JOURNAL OF NEUROSURGERY-SPINE

Predictive modeling in spine surgery

(2019) Azeem Tariq Malik et al.   Annals of Translational Medicine

Using machine learning to predict 30-day readmissions after posterior lumbar fusion: an NSQIP study involving 23,264 patients

(2019) Benjamin S. Hopkins et al.   JOURNAL OF NEUROSURGERY-SPINE

A Novel Machine Learning Model Developed to Assist in Patient Selection for Outpatient Total Shoulder Arthroplasty

(2019) Dustin R. Biron et al.   JOURNAL OF THE AMERICAN ACADEMY OF ORTHOPAEDIC SURGEONS

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

(2018) Christine K. Lee et al.   ANESTHESIOLOGY

Predictive Modeling for Blood Transfusion Following Adult Spinal Deformity Surgery

(2018) Wesley M. Durand et al.   SPINE

Deep Learning and Its Applications in Biomedicine

(2018) Chensi Cao et al.   GENOMICS PROTEOMICS & BIOINFORMATICS

Development and Validation of a Machine Learning Algorithm After Primary Total Hip Arthroplasty: Applications to Length of Stay and Payment Models

(2018) Prem N. Ramkumar et al.   JOURNAL OF ARTHROPLASTY

Calibration drift in regression and machine learning models for acute kidney injury

(2017) Sharon E Davis et al.   JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION

Nearest neighbor imputation algorithms: a critical evaluation

(2016) Lorenzo Beretta et al.   BMC Medical Informatics and Decision Making

Risk Factors for 30-Day Unplanned Readmission and Major Perioperative Complications After Spine Fusion Surgery in Adults

(2016) Alvin W. Su et al.   SPINE

Readmission Rates, Reasons, and Risk Factors in Elderly Patients Treated With Lumbar Fusion for Degenerative Pathology

(2016) Varun Puvanesarajah et al.   SPINE

Hospital Readmissions Reduction Program

(2015) C. K. McIlvennan et al.   CIRCULATION

Thirty-day readmission rates in spine surgery: systematic review and meta-analysis

(2015) James T. Bernatz et al.   Neurosurgical Focus

Causes and Risk Factors for 30-Day Unplanned Readmissions After Lumbar Spine Surgery

(2014) Andrew J. Pugely et al.   SPINE

The McNemar test for binary matched-pairs data: mid-p and asymptotic are better than exact conditional

(2013) Morten W Fagerland et al.   BMC Medical Research Methodology

Development and Evaluation of the Universal ACS NSQIP Surgical Risk Calculator: A Decision Aid and Informed Consent Tool for Patients and Surgeons

(2013) Karl Y. Bilimoria et al.   JOURNAL OF THE AMERICAN COLLEGE OF SURGEONS

Use of Brier score to assess binary predictions

(2010) Kaspar Rufibach   JOURNAL OF CLINICAL EPIDEMIOLOGY

Introduction to calibration curves in bioanalysis

(2009) Edward Brewer et al.   Bioanalysis