Supervised Machine Learning for Predicting Length of Stay After Lumbar Arthrodesis: A Comprehensive Artificial Intelligence Approach
Published 2021 View Full Article
- Home
- Publications
- Publication Search
- Publication Details
Title
Supervised Machine Learning for Predicting Length of Stay After Lumbar Arthrodesis: A Comprehensive Artificial Intelligence Approach
Authors
Keywords
-
Journal
JOURNAL OF THE AMERICAN ACADEMY OF ORTHOPAEDIC SURGEONS
Volume 30, Issue 3, Pages 125-132
Publisher
Ovid Technologies (Wolters Kluwer Health)
Online
2021-12-21
DOI
10.5435/jaaos-d-21-00241
References
Ask authors/readers for more resources
Related references
Note: Only part of the references are listed.- Geographic Variation in Outcomes and Costs After Spinal Fusion for Adolescent Idiopathic Scoliosis
- (2020) Andrew B. Koo et al. World Neurosurgery
- Internal and External Validation of a Machine Learning Risk Score for Acute Kidney Injury
- (2020) Matthew M. Churpek et al. JAMA Network Open
- Predicting Postoperative Mortality After Metastatic Intraspinal Neoplasm Excision: Development of a Machine-Learning Approach
- (2020) Kevin J. DiSilvestro et al. World Neurosurgery
- Machine learning modeling for predicting hospital readmission following lumbar laminectomy
- (2019) Saisanjana Kalagara et al. JOURNAL OF NEUROSURGERY-SPINE
- Artificial Intelligence and Black-Box Medical Decisions: Accuracy versus Explainability
- (2019) Alex John London HASTINGS CENTER REPORT
- 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
- 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
- Early and Accurate Prediction of Clinical Response to Methotrexate Treatment in Juvenile Idiopathic Arthritis Using Machine Learning
- (2019) Xiaolan Mo et al. Frontiers in Pharmacology
- Costs Associated With a 90-Day Episode of Care After Single-Level Anterior Lumbar Interbody Fusion
- (2019) Azeem Tariq Malik et al. World Neurosurgery
- OUP accepted manuscript
- (2018) NEUROSURGERY
- Assessment of cost drivers and cost variation for lumbar interbody fusion procedures using the Value Driven Outcomes database
- (2018) Spencer Twitchell et al. Neurosurgical Focus
- Predictive Modeling for Blood Transfusion Following Adult Spinal Deformity Surgery
- (2018) Wesley M. Durand et al. SPINE
- Risk Factors for and Complications After Surgical Delay in Elective Single-Level Lumbar Fusion
- (2018) Scott C. Wagner et al. SPINE
- Deep Learning and Its Applications in Biomedicine
- (2018) Chensi Cao et al. GENOMICS PROTEOMICS & BIOINFORMATICS
- Machine Learning and Primary Total Knee Arthroplasty: Patient Forecasting for a Patient-Specific Payment Model
- (2018) Sergio M. Navarro et al. JOURNAL OF ARTHROPLASTY
- Continued Inpatient Care After Elective 1- to 2-level Posterior Lumbar Fusions Increases 30-day Postdischarge Readmissions and Complications
- (2018) Azeem T. Malik et al. Clinical Spine Surgery
- 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
- Bundled Payment Models in Spine Surgery: Current Challenges and Opportunities, a Systematic Review
- (2018) Nicholas Dietz et al. World Neurosurgery
- Use of a Novel Pathway for Early Discharge Was Associated With a 48% Shorter Length of Stay After Posterior Spinal Fusion for Adolescent Idiopathic Scoliosis
- (2017) Nicholas D. Fletcher et al. JOURNAL OF PEDIATRIC ORTHOPAEDICS
- Geographic and Hospital Variation in Cost of Lumbar Laminectomy and Lumbar Fusion for Degenerative Conditions
- (2017) Corinna C. Zygourakis et al. NEUROSURGERY
- Accelerated Discharge Protocol for Posterior Spinal Fusion Patients With Adolescent Idiopathic Scoliosis Decreases Hospital Postoperative Charges 22%
- (2017) Austin E. Sanders et al. SPINE
- Is the use of minimally invasive fusion technologies associated with improved outcomes after elective interbody lumbar fusion? Analysis of a nationwide prospective patient-reported outcomes registry
- (2017) Matthew J. McGirt et al. Spine Journal
- Nearest neighbor imputation algorithms: a critical evaluation
- (2016) Lorenzo Beretta et al. BMC Medical Informatics and Decision Making
- Cost Variation Within Spinal Fusion Payment Groups
- (2016) David J. Wright et al. SPINE
- Using Bayes' Rule to Define the Value of Evidence from Syndromic Surveillance
- (2014) Mats Gunnar Andersson et al. PLoS One
- Spinal Surgery
- (2014) Beatrice Ugiliweneza et al. SPINE
- Association Between Occurrence of a Postoperative Complication and Readmission
- (2013) Elise H. Lawson et al. ANNALS OF SURGERY
- Decision tree-based learning to predict patient controlled analgesia consumption and readjustment
- (2012) Yuh-Jyh Hu et al. BMC Medical Informatics and Decision Making
- An Analysis of Causes of Readmission After Spine Surgery
- (2011) Richard A. McCormack et al. SPINE
- Use of Brier score to assess binary predictions
- (2010) Kaspar Rufibach JOURNAL OF CLINICAL EPIDEMIOLOGY
Publish scientific posters with Peeref
Peeref publishes scientific posters from all research disciplines. Our Diamond Open Access policy means free access to content and no publication fees for authors.
Learn MoreBecome a Peeref-certified reviewer
The Peeref Institute provides free reviewer training that teaches the core competencies of the academic peer review process.
Get Started