[HTML][HTML] Machine learning in orthopedics: a literature review

F Cabitza, A Locoro, G Banfi - Frontiers in bioengineering and …, 2018 - frontiersin.org
In this paper we present the findings of a systematic literature review covering the articles
published in the last two decades in which the authors described the application of a …

[HTML][HTML] Machine learning in knee osteoarthritis: A review

C Kokkotis, S Moustakidis, E Papageorgiou… - … and Cartilage Open, 2020 - Elsevier
Objective The purpose of present review paper is to introduce the reader to key directions of
Machine Learning techniques on the diagnosis and predictions of knee osteoarthritis …

Machine-learning-based patient-specific prediction models for knee osteoarthritis

A Jamshidi, JP Pelletier, J Martel-Pelletier - Nature Reviews …, 2019 - nature.com
Osteoarthritis (OA) is an extremely common musculoskeletal disease. However, current
guidelines are not well suited for diagnosing patients in the early stages of disease and do …

Applied machine learning and artificial intelligence in rheumatology

M Hügle, P Omoumi, JM van Laar… - … advances in practice, 2020 - academic.oup.com
Abstract Machine learning as a field of artificial intelligence is increasingly applied in
medicine to assist patients and physicians. Growing datasets provide a sound basis with …

3D convolutional neural networks for detection and severity staging of meniscus and PFJ cartilage morphological degenerative changes in osteoarthritis and anterior …

V Pedoia, B Norman, SN Mehany… - Journal of Magnetic …, 2019 - Wiley Online Library
Background Semiquantitative assessment of MRI plays a central role in musculoskeletal
research; however, in the clinical setting MRI reports often tend to be subjective and …

[HTML][HTML] Machine learning in orthopaedic surgery

SP Lalehzarian, AK Gowd, JN Liu - World journal of orthopedics, 2021 - ncbi.nlm.nih.gov
Artificial intelligence and machine learning in orthopaedic surgery has gained mass interest
over the last decade or so. In prior studies, researchers have demonstrated that machine …

Artificial intelligence and machine learning| applications in musculoskeletal physiotherapy

C Tack - Musculoskeletal Science and Practice, 2019 - Elsevier
Introduction Artificial intelligence (AI) is a field of mathematical engineering which has
potential to enhance healthcare through new care delivery strategies, informed decision …

[HTML][HTML] Artificial intelligence and ChatGPT in Orthopaedics and sports medicine

AM Fayed, NSB Mansur, KA de Carvalho… - Journal of Experimental …, 2023 - Springer
Artificial intelligence (AI) is looked upon nowadays as the potential major catalyst for the
fourth industrial revolution. In the last decade, AI use in Orthopaedics increased …

MRI advancements in musculoskeletal clinical and research practice

DB Sneag, F Abel, HG Potter, J Fritz, MF Koff… - Radiology, 2023 - pubs.rsna.org
Over the past decades, MRI has become increasingly important for diagnosing and
longitudinally monitoring musculoskeletal disorders, with ongoing hardware and software …

Use of machine learning in osteoarthritis research: a systematic literature review

M Binvignat, V Pedoia, AJ Butte, K Louati… - Rmd Open, 2022 - rmdopen.bmj.com
Objective The aim of this systematic literature review was to provide a comprehensive and
exhaustive overview of the use of machine learning (ML) in the clinical care of osteoarthritis …