Knee surgery, sports traumatology, arthroscopy : official journal of the ESSKA
Feb 11, 2023
Deep learning has the potential to be one of the most transformative technologies to impact orthopedic surgery. Substantial innovation in this area has occurred over the past 5 years, but clinically meaningful advancements remain limited by a disconn...
Knee surgery, sports traumatology, arthroscopy : official journal of the ESSKA
Nov 24, 2022
Deep learning has a profound impact on daily life. As Orthopedics makes use of this rapid escalation in technology, Orthopedic surgeons will need to take leadership roles on deep learning projects. Moreover, surgeons must possess an understanding of ...
Knee surgery, sports traumatology, arthroscopy : official journal of the ESSKA
Nov 15, 2022
Unsupervised machine learning methods are important analytical tools that can facilitate the analysis and interpretation of high-dimensional data. Unsupervised machine learning methods identify latent patterns and hidden structures in high-dimensiona...
Knee surgery, sports traumatology, arthroscopy : official journal of the ESSKA
Nov 11, 2022
PURPOSE: To (1) develop a deep-learning (DL) algorithm capable of producing limb-length and knee-alignment measurements, and (2) determine the association between limb-length discrepancy (LLD), coronal-plane alignment, osteoarthritis (OA) severity, a...
Knee surgery, sports traumatology, arthroscopy : official journal of the ESSKA
Oct 12, 2022
Supervised learning is the most common form of machine learning utilized in medical research. It is used to predict outcomes of interest or classify positive and/or negative cases with a known ground truth. Supervised learning describes a spectrum of...
Knee surgery, sports traumatology, arthroscopy : official journal of the ESSKA
Sep 9, 2022
Applications of artificial intelligence, specifically machine learning, are becoming increasingly popular in Orthopaedic Surgery, and medicine as a whole. This growing interest is shared by data scientists and physicians alike. However, there is an a...
Knee surgery, sports traumatology, arthroscopy : official journal of the ESSKA
Aug 25, 2022
PURPOSE: Evaluating lower extremity alignment using full-leg plain radiographs is an essential step in diagnosis and treatment of patients with knee osteoarthritis. The study objective was to present a deep learning-based anatomical landmark recognit...
Knee surgery, sports traumatology, arthroscopy : official journal of the ESSKA
Jun 20, 2022
Knee surgery, sports traumatology, arthroscopy : official journal of the ESSKA
Feb 2, 2022
The application of machine learning (ML) to the field of orthopaedic surgery is rapidly increasing, but many surgeons remain unfamiliar with the nuances of this novel technique. With this editorial, we address a fundamental topic-the differences betw...
Knee surgery, sports traumatology, arthroscopy : official journal of the ESSKA
Jan 13, 2022