A practical guide to the development and deployment of deep learning models for the orthopaedic surgeon: Part III, focus on registry creation, diagnosis, and data …
Deep learning is a subset of artificial intelligence (AI) with enormous potential to transform
orthopaedic surgery. As has already become evident with the deployment of Large …
orthopaedic surgery. As has already become evident with the deployment of Large …
Medical imaging applications developed using artificial intelligence demonstrate high internal validity yet are limited in scope and lack external validation
Purpose To (1) review definitions and concepts necessary to interpret applications of deep
learning (DL; a domain of artificial intelligence that leverages neural networks to make …
learning (DL; a domain of artificial intelligence that leverages neural networks to make …
[HTML][HTML] Overview of artificial intelligence research within hip and knee arthroplasty
Hip and knee arthroplasty are high-volume procedures undergoing rapid growth. The large
volume of procedures generates a vast amount of data available for next-generation …
volume of procedures generates a vast amount of data available for next-generation …
Artificial Intelligence for Clinically Meaningful Outcome Prediction in Orthopedic Research: Current Applications and Limitations
SJ Jang, J Rosenstadt, E Lee, KN Kunze - Current Reviews in …, 2024 - Springer
Abstract Purpose of Review Patient-reported outcome measures (PROM) play a critical role
in evaluating the success of treatment interventions for musculoskeletal conditions …
in evaluating the success of treatment interventions for musculoskeletal conditions …
[HTML][HTML] Analyzing Racial Differences in Imaging Joint Replacement Registries Using Generative Artificial Intelligence: Advancing Orthopaedic Data Equity
Background Discrepancies in medical data sets can perpetuate bias, especially when
training deep learning models, potentially leading to biased outcomes in clinical …
training deep learning models, potentially leading to biased outcomes in clinical …
[HTML][HTML] The Role of Artificial Intelligence and Emerging Technologies in Advancing Total Hip Arthroplasty
L Andriollo, A Picchi, G Iademarco, A Fidanza… - Journal of Personalized …, 2025 - mdpi.com
Total hip arthroplasty (THA) is a widely performed surgical procedure that has evolved
significantly due to advancements in artificial intelligence (AI) and robotics. As demand for …
significantly due to advancements in artificial intelligence (AI) and robotics. As demand for …
Enabling Personalized Medicine in Orthopaedic Surgery Through Artificial Intelligence: A Critical Analysis Review
Abstract» The application of artificial intelligence (AI) in the field of orthopaedic surgery
holds potential for revolutionizing health care delivery across 3 crucial domains:(I) …
holds potential for revolutionizing health care delivery across 3 crucial domains:(I) …
Total Knee Arthroplasty Automated Implant Detector: An Uncertainty-Aware Deep Learning Classifier to Identify Total Knee Arthroplasty Implants
KL Mulford, S Saniei, E Kaji, AF Grove… - The Journal of …, 2025 - Elsevier
ABSTRACT BACKGROUND A drastic increase in the volume of primary total knee
arthroplasties (TKAs) performed nationwide will inevitably lead to higher volumes of revision …
arthroplasties (TKAs) performed nationwide will inevitably lead to higher volumes of revision …
Femoral stem extraction devices
ST Khan, N Huffman, J Walsh, I Pasqualini… - Archives of Orthopaedic …, 2025 - Springer
Methods A sco** review of current literature was conducted to explore currently available
femoral extraction devices. The devices not available in literature but used in clinical …
femoral extraction devices. The devices not available in literature but used in clinical …
Leveraging digital twins for improved orthopaedic evaluation and treatment
MC Dean, JF Oeding, P Diniz, R Seil… - Journal of …, 2024 - Wiley Online Library
Purpose The purpose of this article is to explore the potential of digital twin technologies in
orthopaedics and to evaluate how their integration with artificial intelligence (AI) and deep …
orthopaedics and to evaluate how their integration with artificial intelligence (AI) and deep …