An Artificial Intelligence Approach to Predicting Unplanned Intubation Following Anterior Cervical Discectomy and Fusion

Machine learning modeling for predicting hospital readmission following lumbar laminectomy

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

Predictive analytics with gradient boosting in clinical medicine

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

Risk factors for reintubation after anterior cervical discectomy and fusion surgery: evaluation of three observational data sets

(2019) Lauren A. Wilson et al.   Canadian Journal of Anesthesia-Journal canadien d anesthesie

Predictive modeling in spine surgery

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

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

Comparing different supervised machine learning algorithms for disease prediction

(2019) Shahadat Uddin et al.   BMC Medical Informatics and Decision Making

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

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

Analysis of the Risk Factors Associated with Prolonged Intubation or Reintubation after Anterior Cervical Spine Surgery

(2018) Moinay Kim et al.   JOURNAL OF KOREAN MEDICAL SCIENCE

Classification and interaction in random forests

(2018) Danielle Denisko et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Predictive Modeling for Blood Transfusion Following Adult Spinal Deformity Surgery

(2018) Wesley M. Durand et al.   SPINE

Comparison of machine learning models for the prediction of mortality of patients with unplanned extubation in intensive care units

(2018) Meng Hsuen Hsieh et al.   Scientific Reports

The morbidity and mortality of hepaticojejunostomies for complex bile duct injuries: a multi-institutional analysis of risk factors and outcomes using NSQIP

(2017) Hishaam N. Ismael et al.   HPB

Nearest neighbor imputation algorithms: a critical evaluation

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

Incidence, Risk Factors, and Outcomes of Postoperative Airway Management After Cervical Spine Surgery

(2014) Sreeharsha V. Nandyala et al.   SPINE

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

Unplanned intubation: When and why does this deadly complication occur?

(2013) Daniel P. Milgrom et al.   SURGERY

Data mining in the Life Sciences with Random Forest: a walk in the park or lost in the jungle?

(2012) W. G. Touw et al.   BRIEFINGS IN BIOINFORMATICS

Use of Brier score to assess binary predictions

(2010) Kaspar Rufibach   JOURNAL OF CLINICAL EPIDEMIOLOGY

A comparison of random forest and its Gini importance with standard chemometric methods for the feature selection and classification of spectral data

(2009) Bjoern H Menze et al.   BMC BIOINFORMATICS