Machine learning modeling for predicting hospital readmission following lumbar laminectomy

Hospital Length of Stay and Readmission Rate for Neurosurgical Patients

(2017) Shaheryar F Ansari et al.   NEUROSURGERY

30-Day Readmission After Spine Surgery

(2017) Owoicho Adogwa et al.   SPINE

Complications and readmission after lumbar spine surgery in elderly patients: an analysis of 2,320 patients

(2017) Ahmed Saleh et al.   Spine Journal

Application of Machine Learning Techniques to High-Dimensional Clinical Data to Forecast Postoperative Complications

(2016) Paul Thottakkara et al.   PLoS One

Intelligent healthcare informatics in big data era

(2015) Christopher C. Yang et al.   ARTIFICIAL INTELLIGENCE IN MEDICINE

Hospital Readmissions Reduction Program

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

A comparison of models for predicting early hospital readmissions

(2015) Joseph Futoma et al.   JOURNAL OF BIOMEDICAL INFORMATICS

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

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

Assessing preventability in the quest to reduce hospital readmissions

(2014) Julia G. Lavenberg et al.   Journal of Hospital Medicine

Association Between Occurrence of a Postoperative Complication and Readmission

(2013) Elise H. Lawson et al.   ANNALS OF SURGERY

Postoperative Complications and Hospital Readmissions in Surgical Patients

(2013) John F. Sweeney   ANNALS OF SURGERY

Variation in Surgical-Readmission Rates and Quality of Hospital Care

(2013) Thomas C. Tsai et al.   NEW ENGLAND JOURNAL OF MEDICINE

Gradient boosting machines, a tutorial

(2013) Alexey Natekin et al.   Frontiers in Neurorobotics

Factors Influencing Readmission After Pancreaticoduodenectomy

(2012) Syed A. Ahmad et al.   ANNALS OF SURGERY

Risk Factors for 30-Day Hospital Readmission among General Surgery Patients

(2012) Michael T. Kassin et al.   JOURNAL OF THE AMERICAN COLLEGE OF SURGEONS

Risk Prediction Models for Hospital Readmission

(2011) Devan Kansagara et al.   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

An Analysis of Causes of Readmission After Spine Surgery

(2011) Richard A. McCormack et al.   SPINE

Derivation and validation of an index to predict early death or unplanned readmission after discharge from hospital to the community

(2010) C. van Walraven et al.   CANADIAN MEDICAL ASSOCIATION JOURNAL

Propensity score estimation: neural networks, support vector machines, decision trees (CART), and meta-classifiers as alternatives to logistic regression

(2010) Daniel Westreich et al.   JOURNAL OF CLINICAL EPIDEMIOLOGY