AIMC Topic: Osteoarthritis
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Direct anterior approach with conventional instruments versus robotic posterolateral approach in elective total hip replacement for primary osteoarthritis: a case-control study.
Journal of orthopaedics and traumatology : official journal of the Italian Society of Orthopaedics and Traumatology
Feb 21, 2024
BACKGROUND: The purpose of this study is to compare peri-operative and short-term outcomes in patients who underwent elective total hip replacement (THA) for primary osteoarthritis (OA) with direct anterior approach (DAA) versus a pair-matched cohort...
Deep Learning Augmented Osteoarthritis Grading Standardization.
Tissue engineering. Part A
Dec 15, 2023
Manual grading of cartilage histology images for investigating the extent and severity of osteoarthritis (OA) involves critical examination of the cell characteristics, which makes this task tiresome, tedious, and error prone. This results in wide in...
Rapid screening for autoimmune diseases using Fourier transform infrared spectroscopy and deep learning algorithms.
Frontiers in immunology
Dec 15, 2023
INTRODUCE: Ankylosing spondylitis (AS), rheumatoid arthritis (RA), and osteoarthritis (OA) are three rheumatic immune diseases with many common characteristics. If left untreated, they can lead to joint destruction and functional limitation, and in s...
Development and Validation of a Deep-Learning Model to Predict Total Hip Replacement on Radiographs: The Total Hip Replacement Prediction (THREP) Model.
The Journal of bone and joint surgery. American volume
Dec 12, 2023
BACKGROUND: There are few methods for accurately assessing the risk of total hip arthroplasty (THA) in patients with osteoarthritis. A novel and reliable method that could play a substantial role in research and clinical routine should be investigate...
Epidemiology of osteoarthritis: literature update 2022-2023.
Current opinion in rheumatology
Oct 19, 2023
PURPOSE OF REVIEW: This review highlights recently published studies on osteoarthritis (OA) epidemiology, including topics related to understudied populations and joints, imaging, and advancements in artificial intelligence (AI) methods.
Artificial intelligence in osteoarthritis detection: A systematic review and meta-analysis.
Osteoarthritis and cartilage
Oct 18, 2023
OBJECTIVES: As an increasing number of studies apply artificial intelligence (AI) algorithms in osteoarthritis (OA) detection, we performed a systematic review and meta-analysis to pool the data on diagnostic performance metrics of AI, and to compare...
An artificial intelligence model for the radiographic diagnosis of osteoarthritis of the temporomandibular joint.
Scientific reports
Sep 25, 2023
The interpretation of the signs of Temporomandibular joint (TMJ) osteoarthritis on cone-beam computed tomography (CBCT) is highly subjective that hinders the diagnostic process. The objectives of this study were to develop and test the performance of...
Machine Learning Approaches to the Prediction of Osteoarthritis Phenotypes and Outcomes.
Current rheumatology reports
Aug 10, 2023
PURPOSE OF REVIEW: Osteoarthritis (OA) is a complex heterogeneous disease with no effective treatments. Artificial intelligence (AI) and its subfield machine learning (ML) can be applied to data from different sources to (1) assist clinicians and pat...
Deep learning discrimination of rheumatoid arthritis from osteoarthritis on hand radiography.
Skeletal radiology
Aug 2, 2023
PURPOSE: To develop a deep learning model to distinguish rheumatoid arthritis (RA) from osteoarthritis (OA) using hand radiographs and to evaluate the effects of changing pretraining and training parameters on model performance.
Artificial intelligence for detecting temporomandibular joint osteoarthritis using radiographic image data: A systematic review and meta-analysis of diagnostic test accuracy.
PloS one
Jul 14, 2023
In this review, we assessed the diagnostic efficiency of artificial intelligence (AI) models in detecting temporomandibular joint osteoarthritis (TMJOA) using radiographic imaging data. Based upon the PRISMA guidelines, a systematic review of studies...
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