Comparison of Models for the Prediction of Medical Costs of Spinal Fusion in Taiwan Diagnosis-Related Groups by Machine Learning Algorithms
Ching-Yen Kuo, Liang-Chin Yu, Hou-Chaung Chen, Chien-Lung Chan
Healthc Inform Res. 2018;24(1):29-37.   Published online 2018 Jan 31     DOI:
Citations to this article as recorded by Crossref logo
Comparison of machine learning techniques to predict unplanned readmission following total shoulder arthroplasty
Varun Arvind, Daniel A. London, Carl Cirino, Aakash Keswani, Paul J. Cagle
Journal of Shoulder and Elbow Surgery.2021; 30(2): e50.     CrossRef
A framework for meaningful use of clinical decision model: A diabetic nephropathy prediction modeling based on real world data
Kui Jiang, Yujuan Shang, Lei Wang, Zheqing Zhang, Siwei Zhou, Jancheng Dong, Huiqun Wu
Journal of Intelligent & Fuzzy Systems.2021; : 1.     CrossRef
Machine Learning and Artificial Intelligence: Definitions, Applications, and Future Directions
J. Matthew Helm, Andrew M. Swiergosz, Heather S. Haeberle, Jaret M. Karnuta, Jonathan L. Schaffer, Viktor E. Krebs, Andrew I. Spitzer, Prem N. Ramkumar
Current Reviews in Musculoskeletal Medicine.2020; 13(1): 69.     CrossRef
Predictive validity of radiographic signs of complete discoid lateral meniscus in children using machine learning techniques
Chul‐Won Ha, Seong Hwan Kim, Dong‐Hoon Lee, Hyojoon Kim, Yong‐Beom Park
Journal of Orthopaedic Research.2020; 38(6): 1279.     CrossRef
Impact of industry 4.0 to create advancements in orthopaedics
Mohd Javaid, Abid Haleem
Journal of Clinical Orthopaedics and Trauma.2020; 11: S491.     CrossRef
Epidemiology and Socioeconomic Trends in Adult Spinal Deformity Care
Michael M Safaee, Christopher P Ames, Justin S Smith
Neurosurgery.2020; 87(1): 25.     CrossRef
Research on diagnosis-related group grouping of inpatient medical expenditure in colorectal cancer patients based on a decision tree model
Suo-Wei Wu, Qi Pan, Tong Chen
World Journal of Clinical Cases.2020; 8(12): 2484.     CrossRef
Using Machine Learning to Predict 30-Day Hospital Readmissions in Patients with Atrial Fibrillation Undergoing Catheter Ablation
Man Hung, Evelyn Lauren, Eric Hon, Julie Xu, Bianca Ruiz-Negrón, Megan Rosales, Wei Li, Tanner Barton, Jacob O’Brien, Weicong Su
Journal of Personalized Medicine.2020; 10(3): 82.     CrossRef
Constructing a Novel Early Warning Algorithm for Global Budget Payments
Che-Wei Chang
Mathematics.2020; 8(11): 2006.     CrossRef
Feasibility and Assessment of a Machine Learning-Based Predictive Model of Outcome After Lumbar Decompression Surgery
Arthur André, Bruno Peyrou, Alexandre Carpentier, Jean-Jacques Vignaux
Global Spine Journal.2020; : 219256822096937.     CrossRef
Machine Learning Approach to Predict Risk of 90-Day Hospital Readmissions in Patients With Atrial Fibrillation: Implications for Quality Improvement in Healthcare
Man Hung, Eric S. Hon, Evelyn Lauren, Julie Xu, Gary Judd, Weicong Su
Health Services Research and Managerial Epidemiology.2020; 7: 233339282096188.     CrossRef
Comment on “Is Medicine Still an Art?”
Mesut Tez
Annals of Surgery.2019; 269(6): e74.     CrossRef
Can machine learning algorithms accurately predict discharge to nonhome facility and early unplanned readmissions following spinal fusion? Analysis of a national surgical registry
Anshit Goyal, Che Ngufor, Panagiotis Kerezoudis, Brandon McCutcheon, Curtis Storlie, Mohamad Bydon
Journal of Neurosurgery: Spine.2019; 31(4): 568.     CrossRef
Development of a recommender system for dental care using machine learning
Man Hung, Julie Xu, Evelyn Lauren, Maren W. Voss, Megan N. Rosales, Weicong Su, Bianca Ruiz-Negrón, Yao He, Wei Li, Frank W. Licari
SN Applied Sciences.2019;[Epub]     CrossRef
Predicting Inpatient Payments Prior to Lower Extremity Arthroplasty Using Deep Learning: Which Model Architecture Is Best?
Jaret M. Karnuta, Sergio M. Navarro, Heather S. Haeberle, J. Matthew Helm, Atul F. Kamath, Jonathan L. Schaffer, Viktor E. Krebs, Prem N. Ramkumar
The Journal of Arthroplasty.2019; 34(10): 2235.     CrossRef
Special Issue on Using Machine Learning Algorithms in the Prediction of Kyphosis Disease: A Comparative Study
Stephen Dankwa, Wenfeng Zheng
Applied Sciences.2019; 9(16): 3322.     CrossRef
Positive predictive value of ICD-10 codes for acute myocardial infarction in Japan: a validation study at a single center
Takashi Ando, Nobuhiro Ooba, Mayumi Mochizuki, Daisuke Koide, Koichi Kimura, Seitetz L. Lee, Soko Setoguchi, Kiyoshi Kubota
BMC Health Services Research.2018;[Epub]     CrossRef
Using Statistical and Machine Learning Methods to Evaluate the Prognostic Accuracy of SIRS and qSOFA
Akash Gupta, Tieming Liu, Scott Shepherd, William Paiva
Healthcare Informatics Research.2018; 24(2): 139.     CrossRef
Fast Convolutional Method for Automatic Sleep Stage Classification
Intan Nurma Yulita, Mohamad Ivan Fanany, Aniati Murni Arymurthy
Healthcare Informatics Research.2018; 24(3): 170.     CrossRef