John P. Mickley

Creating High Fidelity Synthetic Pelvis Radiographs Using Generative Adversarial Networks: Unlocking the Potential of Deep Learning Models Without Patient Privacy Concerns

2022 · 33 Zit. · The Journal of Arthroplasty

An Overview of Machine Learning in Orthopedic Surgery: An Educational Paper

2023 · 30 Zit. · The Journal of Arthroplasty

THA-AID: Deep Learning Tool for Total Hip Arthroplasty Automatic Implant Detection With Uncertainty and Outlier Quantification

2023 · 23 Zit. · The Journal of Arthroplasty

THA-Net: A Deep Learning Solution for Next-Generation Templating and Patient-specific Surgical Execution

2023 · 15 Zit. · The Journal of Arthroplasty

Application of Natural Language Processing in Total Joint Arthroplasty: Opportunities and Challenges

2023 · 9 Zit. · The Journal of Arthroplasty

Identifying Racial Disparities in Utilization and Clinical Outcomes of Ambulatory Hip Arthroscopy: Analysis of Temporal Trends and Causal Inference via Machine Learning

2024 · 1 Zit. · Orthopaedic Journal of Sports Medicine