Duration of Care and Operative Time are the Primary Cost Drivers after Ambulatory Hip Arthroscopy: A Machine Learning Analysis

Missing data in prediction research: A five step approach for multiple imputation, illustrated in the CENTER-TBI study

(2021) Benjamin Gravesteijn et al.   JOURNAL OF NEUROTRAUMA

Value-based Healthcare: The Politics of Value-based Care and its Impact on Orthopaedic Surgery

(2021) Eugenia Lin et al.   CLINICAL ORTHOPAEDICS AND RELATED RESEARCH

Missing the missing values: The ugly duckling of fairness in machine learning

(2021) Martínez‐Plumed Fernando et al.   INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS

Machine Learning Algorithms Predict Functional Improvement After Hip Arthroscopy for Femoroacetabular Impingement Syndrome in Athletes

(2021) Kyle N. Kunze et al.   JOURNAL OF BONE AND JOINT SURGERY-AMERICAN VOLUME

The value of artificial neural networks for predicting length of stay, discharge disposition, and inpatient costs after anatomic and reverse shoulder arthroplasty

(2020) Jaret M. Karnuta et al.   JOURNAL OF SHOULDER AND ELBOW SURGERY

Cost Drivers Associated With Anterior Shoulder Stabilization Surgery

(2020) Lambert T. Li et al.   Orthopaedic Journal of Sports Medicine

The July Effect for Total Joint Arthroplasty Procedures

(2020) Zachary A. Rockov et al.   ORTHOPEDICS

Resident Involvement in Arthroscopic Knee Surgery Is Not Associated With Increased Short-term Risk to Patients

(2020) Bryce A. Basques et al.   Orthopaedic Journal of Sports Medicine

National utilization and inpatient safety measures of lumbar spinal fusion methods by race/ethnicity

(2020) Angel M. Reyes et al.   Spine Journal

Worsening racial disparities in patients undergoing anatomic and reverse total shoulder arthroplasty in the United States

(2020) Matthew J. Best et al.   JOURNAL OF SHOULDER AND ELBOW SURGERY

Machine learning modeling for predicting hospital readmission following lumbar laminectomy

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

What Are the Primary Cost Drivers of Anterior Cruciate Ligament Reconstruction in the United States? A Cost-Minimization Analysis of 14,713 Patients

(2019) Steven L. Bokshan et al.   ARTHROSCOPY-THE JOURNAL OF ARTHROSCOPIC AND RELATED SURGERY

Trends in Hip Arthroscopic Labral Repair: An American Board of Orthopaedic Surgery Database Study

(2019) Robert W. Westermann et al.   ARTHROSCOPY-THE JOURNAL OF ARTHROSCOPIC AND RELATED SURGERY

The primary cost drivers of arthroscopic rotator cuff repair surgery: a cost-minimization analysis of 40,618 cases

(2019) Lambert Li et al.   JOURNAL OF SHOULDER AND ELBOW SURGERY

Orthopaedic Shoulder Surgery in the Ambulatory Surgical Center: Safety and Outcomes

(2019) Charles Qin et al.   ARTHROSCOPY-THE JOURNAL OF ARTHROSCOPIC AND RELATED SURGERY

Construct validation of machine learning in the prediction of short-term postoperative complications following total shoulder arthroplasty

(2019) Anirudh K. Gowd et al.   JOURNAL OF SHOULDER AND ELBOW SURGERY

Hospital physicians’ views on discharge and readmission processes: a qualitative study from Norway

(2019) Malin Knutsen Glette et al.   BMJ Open

A Shift in Hip Arthroscopy Use by Patient Age and Surgeon Volume: A New York State–Based Population Analysis 2004 to 2016

(2019) William W. Schairer et al.   ARTHROSCOPY-THE JOURNAL OF ARTHROSCOPIC AND RELATED SURGERY

Application of Machine Learning for Predicting Clinically Meaningful Outcome After Arthroscopic Femoroacetabular Impingement Surgery

(2019) Benedict U. Nwachukwu et al.   AMERICAN JOURNAL OF SPORTS MEDICINE

Effects of Arthroscopy for Femoroacetabular Impingement Syndrome on Quality of Life and Economic Outcomes

(2018) Richard C. Mather et al.   AMERICAN JOURNAL OF SPORTS MEDICINE

Using recursive feature elimination in random forest to account for correlated variables in high dimensional data

(2018) Burcu F. Darst et al.   BMC GENETICS

Machine learning ensemble models predict total charges and drivers of cost for transsphenoidal surgery for pituitary tumor

(2018) Whitney E. Muhlestein et al.   JOURNAL OF NEUROSURGERY

The “July effect” in total shoulder arthroplasty

(2017) Allison J. Rao et al.   JOURNAL OF SHOULDER AND ELBOW SURGERY

Examining the Role of Perioperative Nerve Blocks in Hip Arthroscopy: A Systematic Review

(2016) Jeffrey Kay et al.   ARTHROSCOPY-THE JOURNAL OF ARTHROSCOPIC AND RELATED SURGERY

Guidelines for Developing and Reporting Machine Learning Predictive Models in Biomedical Research: A Multidisciplinary View

(2016) Wei Luo et al.   JOURNAL OF MEDICAL INTERNET RESEARCH

Does Primary Hip Arthroscopy Result in Improved Clinical Outcomes?

(2015) Asheesh Gupta et al.   AMERICAN JOURNAL OF SPORTS MEDICINE

Transparent Reporting of a multivariable prediction model for Individual Prognosis Or Diagnosis (TRIPOD): the TRIPOD Statement

(2015) G. S. Collins et al.   BRITISH JOURNAL OF SURGERY

Prognosis Research Strategy (PROGRESS) 3: Prognostic Model Research

(2013) Ewout W. Steyerberg et al.   PLOS MEDICINE

MissForest--non-parametric missing value imputation for mixed-type data

(2011) D. J. Stekhoven et al.   BIOINFORMATICS

Comparison of hospital charge prediction models for gastric cancer patients: neural network vs. decision tree models

(2009) Jing Wang et al.   BMC HEALTH SERVICES RESEARCH

A Modification of the Elixhauser Comorbidity Measures Into a Point System for Hospital Death Using Administrative Data

(2009) Carl van Walraven et al.   MEDICAL CARE

The Economic Implications of a Multimodal Analgesic Regimen for Patients Undergoing Major Orthopedic Surgery

(2009) Christopher M. Duncan et al.   REGIONAL ANESTHESIA AND PAIN MEDICINE