Prediction of Major Complications and Readmission After Lumbar Spinal Fusion: A Machine Learning–Driven Approach

Cognitive impairment after intracerebral hemorrhage: a systematic review and meta-analysis

(2021) Syed Faraz Kazim et al.   World Neurosurgery

Long-Term Mortality Related to Acute Kidney Injury Following Intracerebral Hemorrhage: A 10-Year (2010–2019) Retrospective Study

(2021) Chao Zhang et al.   Journal of Stroke & Cerebrovascular Diseases

Using artificial intelligence (AI) to predict postoperative surgical site infection: A retrospective cohort of 4046 posterior spinal fusions

(2020) Benjamin S. Hopkins et al.   CLINICAL NEUROLOGY AND NEUROSURGERY

Machine Learning for Predictive Modeling of 90-Day Readmission, Major Medical Complication, and Discharge to a Facility in Patients Undergoing Long Segment Posterior Lumbar Spine Fusion

(2020) Deeptee Jain et al.   SPINE

Spine patients demystified: what are the predictive factors of poor surgical outcome in patients after elective cervical and lumbar spine surgery?

(2020) José H. Jiménez-Almonte et al.   Spine Journal

Predicting 90-Day and 1-Year Mortality in Spinal Metastatic Disease: Development and Internal Validation

(2019) Aditya V Karhade et al.   NEUROSURGERY

Predicting discharge placement after elective surgery for lumbar spinal stenosis using machine learning methods

(2019) Paul T. Ogink et al.   EUROPEAN SPINE JOURNAL

Risk factors for 90-day reoperation and readmission after lumbar surgery for lumbar spinal stenosis

(2019) Haariss Ilyas et al.   JOURNAL OF NEUROSURGERY-SPINE

Development of a machine learning algorithm for prediction of failure of nonoperative management in spinal epidural abscess

(2019) Akash A. Shah et al.   Spine Journal

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

Development of machine learning algorithms for prediction of mortality in spinal epidural abscess

(2019) Aditya V. Karhade et al.   Spine Journal

Using machine learning to predict 30-day readmissions after posterior lumbar fusion: an NSQIP study involving 23,264 patients

(2019) Benjamin S. Hopkins et al.   JOURNAL OF NEUROSURGERY-SPINE

Cognitive impairment before and after intracerebral haemorrhage: a systematic review

(2019) Claire Donnellan et al.   NEUROLOGICAL SCIENCES

Artificial Intelligence in Surgery

(2018) Daniel A. Hashimoto et al.   ANNALS OF SURGERY

Examining the Ability of Artificial Neural Networks Machine Learning Models to Accurately Predict Complications Following Posterior Lumbar Spine Fusion

(2018) Jun S. Kim et al.   SPINE

Incidence and Risk Factors for 30-Day Unplanned Readmissions After Elective Posterior Lumbar Fusion

(2018) Nathan J. Lee et al.   SPINE

Hospital competitive intensity and perioperative outcomes following lumbar spinal fusion

(2018) Wesley M. Durand et al.   Spine Journal

Discharge to Inpatient Facilities After Lumbar Fusion Surgery is Associated with Increased Postoperative Venous Thromboembolism and Readmissions

(2018) Sariah Khormaee et al.   Spine Journal

American Joint Replacement Registry Risk Calculator Does Not Predict 90-day Mortality in Veterans Undergoing Total Joint Replacement

(2018) Alex H. S. Harris et al.   CLINICAL ORTHOPAEDICS AND RELATED RESEARCH

OUP accepted manuscript

(2018)   NEUROSURGERY

Predictive Model for Medical and Surgical Readmissions Following Elective Lumbar Spine Surgery

(2018) Ahilan Sivaganesan et al.   SPINE

Predicting complication risk in spine surgery: a prospective analysis of a novel risk assessment tool

(2017) Anand Veeravagu et al.   JOURNAL OF NEUROSURGERY-SPINE

Spine Surgery Outcomes in Workers’ Compensation Patients

(2017) Alan H. Daniels et al.   JOURNAL OF THE AMERICAN ACADEMY OF ORTHOPAEDIC SURGEONS

Corrigendum: Dermatologist-level classification of skin cancer with deep neural networks

(2017) Andre Esteva et al.   NATURE

Machine Learning and Prediction in Medicine — Beyond the Peak of Inflated Expectations

(2017) Jonathan H. Chen et al.   NEW ENGLAND JOURNAL OF MEDICINE

Vertebral Body Compression Fractures and Bone Density: Automated Detection and Classification on CT Images

(2017) Joseph E. Burns et al.   RADIOLOGY

Analysis of Risk Factors for Major Complications Following Elective Posterior Lumbar Fusion

(2017) John Di Capua et al.   SPINE

Development and Validation of a Deep Learning Algorithm for Detection of Diabetic Retinopathy in Retinal Fundus Photographs

(2016) Varun Gulshan et al.   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

Risk Prediction Tools for Hip and Knee Arthroplasty

(2016) David W. Manning et al.   JOURNAL OF THE AMERICAN ACADEMY OF ORTHOPAEDIC SURGEONS

Incidence and Risk Factors for Pneumonia After Posterior Lumbar Fusion Procedures

(2016) Daniel D. Bohl et al.   SPINE

The precision–recall curve overcame the optimism of the receiver operating characteristic curve in rare diseases

(2015) Brice Ozenne et al.   JOURNAL OF CLINICAL EPIDEMIOLOGY

Urinary Tract Infection Following Posterior Lumbar Fusion Procedures

(2015) Daniel D. Bohl et al.   SPINE

Association between compensation status and outcomes in spine surgery: a meta-analysis of 31 studies

(2015) Thomas Cheriyan et al.   Spine Journal

The Precision-Recall Plot Is More Informative than the ROC Plot When Evaluating Binary Classifiers on Imbalanced Datasets

(2015) Takaya Saito et al.   PLoS One

Cost-effectiveness of lumbar discectomy and single-level fusion for spondylolisthesis: experience with the NeuroPoint-SD registry

(2014) Praveen V. Mummaneni et al.   Neurosurgical Focus

Complication Rates Following Elective Lumbar Fusion in Patients With Diabetes

(2014) Nicholas S. Golinvaux et al.   SPINE

Machine Learning Prediction of Cancer Cell Sensitivity to Drugs Based on Genomic and Chemical Properties

(2013) Michael P. Menden et al.   PLoS One

Perioperative Complications and Mortality After Spinal Fusions

(2013) Vadim Goz et al.   SPINE

Patient factors, comorbidities, and surgical characteristics that increase mortality and complication risk after spinal arthrodesis: a prognostic study based on 5,887 patients

(2013) Andrew J. Schoenfeld et al.   Spine Journal

Nine-Year Risk of Depression Diagnosis Increases With Increasing Self-Reported Concussions in Retired Professional Football Players

(2012) Zachary Y. Kerr et al.   AMERICAN JOURNAL OF SPORTS MEDICINE

Is Type of Compensation a Predictor of Outcome After Lumbar Fusion?

(2012) Jeffrey L. Gum et al.   SPINE

Clinical Outcomes After Posterolateral Lumbar Fusion in Workersʼ Compensation Patients

(2010) Leah Y. Carreon et al.   SPINE

Expenditures and Health Status Among Adults With Back and Neck Problems

(2008) Brook I. Martin   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

A systematic review of low back pain cost of illness studies in the United States and internationally

(2008) Simon Dagenais et al.   Spine Journal