Machine Learning Prediction of Length of Stay in Adult Spinal Deformity Patients Undergoing Posterior Spine Fusion Surgery

Understanding the importance of key risk factors in predicting chronic bronchitic symptoms using a machine learning approach

(2019) Huiyu Deng et al.   BMC Medical Research Methodology

Can Machine Learning Algorithms Predict Which Patients Will Achieve Minimally Clinically Important Differences From Total Joint Arthroplasty?

(2019) Mark Alan Fontana et al.   CLINICAL ORTHOPAEDICS AND RELATED RESEARCH

Arthroplasty Care Redesign Impacts the Predictive Accuracy of the Risk Assessment and Prediction Tool

(2019) Florian F. Dibra et al.   JOURNAL OF ARTHROPLASTY

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 analytics with gradient boosting in clinical medicine

(2019) Zhongheng Zhang et al.   Annals of Translational Medicine

Predictive modeling in spine surgery

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

Impact of patient and hospital-level risk factors on extended length of stay following spinal fusion for adolescent idiopathic scoliosis

(2019) Aladine A. Elsamadicy et al.   Journal of Neurosurgery-Pediatrics

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

Predictive Modeling for Blood Transfusion Following Adult Spinal Deformity Surgery

(2018) Wesley M. Durand et al.   SPINE

Readmissions, Length of Stay and Mortality After Primary Surgery for Adult Spinal Deformity

(2018) Frederik T. Pitter et al.   SPINE

Machine Learning and Primary Total Knee Arthroplasty: Patient Forecasting for a Patient-Specific Payment Model

(2018) Sergio M. Navarro et al.   JOURNAL OF ARTHROPLASTY

Costs and complications of increased length of stay following adolescent idiopathic scoliosis surgery

(2018) Matthew R. Boylan et al.   JOURNAL OF PEDIATRIC ORTHOPAEDICS-PART B

OUP accepted manuscript

(2018)   NEUROSURGERY

Extended Length of Stay After Lumbar Spine Surgery: Sick Patients, Postoperative Complications, or Practice Style Differences Among Hospitals and Physicians?

(2018) Owoicho Adogwa et al.   World Neurosurgery

Hospital Length of Stay and Readmission Rate for Neurosurgical Patients

(2017) Shaheryar F Ansari et al.   NEUROSURGERY

Nearest neighbor imputation algorithms: a critical evaluation

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

Predicting Extended Length of Hospital Stay in an Adult Spinal Deformity Surgical Population

(2016) Eric O. Klineberg et al.   SPINE

Factors affecting length of stay after elective posterior lumbar spine surgery: a multivariate analysis

(2015) Jordan A. Gruskay et al.   Spine Journal

Operative Duration as an Independent Risk Factor for Postoperative Complications in Single-Level Lumbar Fusion

(2013) Bobby D. Kim et al.   SPINE

Analysis of the direct cost of surgery for four diagnostic categories of adult spinal deformity

(2013) Ian M. McCarthy et al.   Spine Journal

Decision tree-based learning to predict patient controlled analgesia consumption and readjustment

(2012) Yuh-Jyh Hu et al.   BMC Medical Informatics and Decision Making

Use of Brier score to assess binary predictions

(2010) Kaspar Rufibach   JOURNAL OF CLINICAL EPIDEMIOLOGY

ACS-NSQIP has the potential to create an HPB-NSQIP option

(2010) Henry A. Pitt et al.   HPB