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Machine Learning and Artificial Intelligence: Definitions, Applications, and Future Directions

Current reviews in musculoskeletal medicine, 2020-02, Vol.13 (1), p.69-76

2020

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Remote Patient Monitoring Using Mobile Health for Total Knee Arthroplasty: Validation of a Wearable and Machine Learning–Based Surveillance Platform

The Journal of arthroplasty, 2019-10, Vol.34 (10), p.2253-2259

2019

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Social Media and Total Joint Arthroplasty: An Analysis of Patient Utilization on Instagram

The Journal of arthroplasty, 2017-09, Vol.32 (9), p.2694-2700

2017

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Reduced bone loss in a murine model of postmenopausal osteoporosis lacking complement component 3

Journal of orthopaedic research, 2018-01, Vol.36 (1), p.118-128

2018

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Artificial intelligence-based applications in shoulder surgery leaves much to be desired: a systematic review

JSES reviews, reports, and techniques, 2023-05, Vol.3 (2), p.189-200

2023

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The Volume-Value Relationship in Shoulder Arthroplasty

The Orthopedic clinics of North America, 2018-10, Vol.49 (4), p.519-525

2018

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Clinical Utility of an MRI-Based Classification System for Operative Versus Nonoperative Management of Ulnar Collateral Ligament Tears: A 2-Year Follow-up Study

Orthopaedic journal of sports medicine, 2019-04, Vol.7 (4), p.2325967119839785-2325967119839785

2019

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Sports Medicine and Artificial Intelligence: A Primer

The American journal of sports medicine, 2022-03, Vol.50 (4), p.1166-1174

2022

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

The Journal of arthroplasty, 2018-12, Vol.33 (12), p.3617-3623

2018

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Development and Validation of a Machine Learning Algorithm After Primary Total Hip Arthroplasty: Applications to Length of Stay and Payment Models

The Journal of arthroplasty, 2019-04, Vol.34 (4), p.632-637

2019

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Clinical and Research Medical Applications of Artificial Intelligence

Arthroscopy, 2021-05, Vol.37 (5), p.1694-1697

2021

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Fixed and Variable Relationship Models to Define the Volume-Value Relationship in Spinal Fusion Surgery: A Macroeconomic Analysis Using Evidence-Based Thresholds

Neurospine, 2018, 15(3), , pp.249-260

2018

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Artificial Intelligence and Machine Learning in Lower Extremity Arthroplasty: A Review

The Journal of arthroplasty, 2019-10, Vol.34 (10), p.2201-2203

2019

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Deep Learning Preoperatively Predicts Value Metrics for Primary Total Knee Arthroplasty: Development and Validation of an Artificial Neural Network Model

The Journal of arthroplasty, 2019-10, Vol.34 (10), p.2220-2227.e1

2019

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Artificial Intelligence to Identify Arthroplasty Implants From Radiographs of the Knee

The Journal of arthroplasty, 2021-03, Vol.36 (3), p.935-940

2021

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No Difference in Outcomes 12 and 24 Months After Lower Extremity Total Joint Arthroplasty: A Systematic Review and Meta-Analysis

The Journal of arthroplasty, 2018-07, Vol.33 (7), p.2322-2329

2018

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Artificial Intelligence and Arthroplasty at a Single Institution: Real-World Applications of Machine Learning to Big Data, Value-Based Care, Mobile Health, and Remote Patient Monitoring

The Journal of arthroplasty, 2019-10, Vol.34 (10), p.2204-2209

2019

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One-Year Outcomes of the Anatomical Front and Back Reconstruction for Scapholunate Dissociation

The Journal of hand surgery (American ed.), 2024-04, Vol.49 (4), p.329-336

2024

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Bundled Care for Hip Fractures: A Machine-Learning Approach to an Untenable Patient-Specific Payment Model

Journal of orthopaedic trauma, 2019-07, Vol.33 (7), p.324-330

2019

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Preoperative Prediction of Value Metrics and a Patient-Specific Payment Model for Primary Total Hip Arthroplasty: Development and Validation of a Deep Learning Model

The Journal of arthroplasty, 2019-10, Vol.34 (10), p.2228-2234.e1

2019

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Artificial Intelligence to Identify Arthroplasty Implants From Radiographs of the Hip

The Journal of arthroplasty, 2021-07, Vol.36 (7), p.S290-S294.e1

2021

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Effect of Preoperative Imaging and Patient Factors on Clinically Meaningful Outcomes and Quality of Life After Osteochondral Allograft Transplantation: A Machine Learning Analysis of Cartilage Defects of the Knee

The American journal of sports medicine, 2021-07, Vol.49 (8), p.2177-2186

2021

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The value of artificial neural networks for predicting length of stay, discharge disposition, and inpatient costs after anatomic and reverse shoulder arthroplasty

Journal of shoulder and elbow surgery, 2020-11, Vol.29 (11), p.2385-2394

2020

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The Orthopaedic Surgery Residency Application Process: An Analysis of the Applicant Experience

Journal of the American Academy of Orthopaedic Surgeons, 2018-08, Vol.26 (15), p.537-544

2018

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Artificial Intelligence for Automated Implant Identification in Total Hip Arthroplasty: A Multicenter External Validation Study Exceeding Two Million Plain Radiographs

The Journal of arthroplasty, 2023-10, Vol.38 (10), p.1998-2003.e1

2023

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Machine Learning and Artificial Intelligence: Definitions, Applications, and Future Directions

Remote Patient Monitoring Using Mobile Health for Total Knee Arthroplasty: Validation of a Wearable and Machine Learning–Based Surveillance Platform

Social Media and Total Joint Arthroplasty: An Analysis of Patient Utilization on Instagram

Reduced bone loss in a murine model of postmenopausal osteoporosis lacking complement component 3

Artificial intelligence-based applications in shoulder surgery leaves much to be desired: a systematic review

The Volume-Value Relationship in Shoulder Arthroplasty

Clinical Utility of an MRI-Based Classification System for Operative Versus Nonoperative Management of Ulnar Collateral Ligament Tears: A 2-Year Follow-up Study

Sports Medicine and Artificial Intelligence: A Primer

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

Development and Validation of a Machine Learning Algorithm After Primary Total Hip Arthroplasty: Applications to Length of Stay and Payment Models

Clinical and Research Medical Applications of Artificial Intelligence

Fixed and Variable Relationship Models to Define the Volume-Value Relationship in Spinal Fusion Surgery: A Macroeconomic Analysis Using Evidence-Based Thresholds

Artificial Intelligence and Machine Learning in Lower Extremity Arthroplasty: A Review

Deep Learning Preoperatively Predicts Value Metrics for Primary Total Knee Arthroplasty: Development and Validation of an Artificial Neural Network Model

Artificial Intelligence to Identify Arthroplasty Implants From Radiographs of the Knee

No Difference in Outcomes 12 and 24 Months After Lower Extremity Total Joint Arthroplasty: A Systematic Review and Meta-Analysis

Artificial Intelligence and Arthroplasty at a Single Institution: Real-World Applications of Machine Learning to Big Data, Value-Based Care, Mobile Health, and Remote Patient Monitoring

One-Year Outcomes of the Anatomical Front and Back Reconstruction for Scapholunate Dissociation

Bundled Care for Hip Fractures: A Machine-Learning Approach to an Untenable Patient-Specific Payment Model

Preoperative Prediction of Value Metrics and a Patient-Specific Payment Model for Primary Total Hip Arthroplasty: Development and Validation of a Deep Learning Model

Artificial Intelligence to Identify Arthroplasty Implants From Radiographs of the Hip

Effect of Preoperative Imaging and Patient Factors on Clinically Meaningful Outcomes and Quality of Life After Osteochondral Allograft Transplantation: A Machine Learning Analysis of Cartilage Defects of the Knee

The value of artificial neural networks for predicting length of stay, discharge disposition, and inpatient costs after anatomic and reverse shoulder arthroplasty

The Orthopaedic Surgery Residency Application Process: An Analysis of the Applicant Experience

Artificial Intelligence for Automated Implant Identification in Total Hip Arthroplasty: A Multicenter External Validation Study Exceeding Two Million Plain Radiographs

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