Predicting Postoperative Mortality After Metastatic Intraspinal Neoplasm Excision: Development of a Machine-Learning Approach

Machine learning modeling for predicting hospital readmission following lumbar laminectomy

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

Treatment, complications, and outcomes of metastatic disease of the spine: from Patchell to PROMIS

(2019) Alexander T. Yahanda et al.   Annals of Translational Medicine

Predictive modeling in spine surgery

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

Deep Learning to Improve Breast Cancer Detection on Screening Mammography

(2019) Li Shen et al.   Scientific Reports

Clinical risk prediction with random forests for survival, longitudinal, and multivariate (RF-SLAM) data analysis

(2019) Shannon Wongvibulsin et al.   BMC Medical Research Methodology

Machine learning to detect signatures of disease in liquid biopsies – a user's guide

(2018) Jina Ko et al.   LAB ON A CHIP

Risk Factors for Thirty-Day Morbidity and Mortality in Extradural Lumbar Spine Tumor Resection

(2018) Christopher A. Sarkiss et al.   World Neurosurgery

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

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

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

Iron deficiency and anemia in patients with inherited bleeding disorders

(2018) Heather VanderMeulen et al.   TRANSFUSION AND APHERESIS SCIENCE

Fast Gaussian Naïve Bayes for searchlight classification analysis

(2017) Marlis Ontivero-Ortega et al.   NEUROIMAGE

A data science based standardized Gini index as a Lorenz dominance preserving measure of the inequality of distributions

(2017) Alfred Ultsch et al.   PLoS One

Using Bayes' Rule to Define the Value of Evidence from Syndromic Surveillance

(2014) Mats Gunnar Andersson et al.   PLoS One

Bayesian networks in neuroscience: a survey

(2014) Concha Bielza et al.   Frontiers in Computational Neuroscience

Perioperative mortality after lumbar spinal fusion surgery: an analysis of epidemiology and risk factors

(2012) Matthias Pumberger et al.   EUROPEAN SPINE JOURNAL

Risk Factors for Immediate Postoperative Complications and Mortality Following Spine Surgery: A Study of 3475 Patients from the National Surgical Quality Improvement Program

(2011) Andrew J Schoenfeld et al.   JOURNAL OF BONE AND JOINT SURGERY-AMERICAN VOLUME

Bayesian rule learning for biomedical data mining

(2010) Vanathi Gopalakrishnan et al.   BIOINFORMATICS

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

(2010) Henry A. Pitt et al.   HPB