An introduction to machine learning and analysis of its use in rheumatic diseases

KM Kingsmore, CE Puglisi, AC Grammer… - Nature Reviews …, 2021 - nature.com
Abstract Machine learning (ML) is a computerized analytical technique that is being
increasingly employed in biomedicine. ML often provides an advantage over explicitly …

[HTML][HTML] A review of arthritis diagnosis techniques in artificial intelligence era: Current trends and research challenges

M Imtiaz, SAA Shah, Z ur Rehman - Neuroscience Informatics, 2022 - Elsevier
Deep learning, a branch of artificial intelligence, has achieved unprecedented performance
in several domains including medicine to assist with efficient diagnosis of diseases …

Applications of artificial intelligence in musculoskeletal ultrasound: narrative review

SC Dinescu, D Stoica, CE Bita, AI Nicoara… - Frontiers in …, 2023 - frontiersin.org
Ultrasonography (US) has become a valuable imaging tool for the examination of the
musculoskeletal system. It provides important diagnostic information and it can also be very …

Artificial intelligence driven biomedical image classification for robust rheumatoid arthritis classification

M Obayya, M Alamgeer, J S. Alzahrani, R Alabdan… - Biomedicines, 2022 - mdpi.com
Recently, artificial intelligence (AI) including machine learning (ML) and deep learning (DL)
models has been commonly employed for the automated disease diagnosis process. AI in …

Computer-aided diagnosis in rheumatic diseases using ultrasound: an overview

J Gutiérrez-Martínez, C Pineda, H Sandoval… - Clinical …, 2020 - Springer
Clinical evaluation of rheumatic and musculoskeletal diseases through images is a
challenge for the beginner rheumatologist since image diagnosis is an expert task with a …

Grading of metacarpophalangeal rheumatoid arthritis on ultrasound images using machine learning algorithms

T Yang, H Zhu, X Gao, Y Zhang, Y Hui, F Wang - IEEE Access, 2020 - ieeexplore.ieee.org
The grading evaluation of metacarpophalangeal rheumatoid arthritis (RA) ultrasonic images
is a diagnostic challenge that heavily relies on the expertise of trained sonographers. This …

Restoring cartilage lubrication to heal post-traumatic OA

J Clarke - Nature Reviews Rheumatology, 2021 - nature.com
Restoring cartilage lubrication to heal post-traumatic OA | Nature Reviews Rheumatology Skip to
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