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Full-Text Articles in Medicine and Health Sciences
A Review Of Arthritis Diagnosis Techniques In Artificial Intelligence Era: Current Trends And Research Challenges, Maleeha Imtiaz, Syed Afaq Ali Shah, Zia Ur Rehman
A Review Of Arthritis Diagnosis Techniques In Artificial Intelligence Era: Current Trends And Research Challenges, Maleeha Imtiaz, Syed Afaq Ali Shah, Zia Ur Rehman
Research outputs 2022 to 2026
Deep learning, a branch of artificial intelligence, has achieved unprecedented performance in several domains including medicine to assist with efficient diagnosis of diseases, prediction of disease progression and pre-screening step for physicians. Due to its significant breakthroughs, deep learning is now being used for the diagnosis of arthritis, which is a chronic disease affecting young to aged population. This paper provides a survey of recent and the most representative deep learning techniques (published between 2018 to 2020) for the diagnosis of osteoarthritis and rheumatoid arthritis. The paper also reviews traditional machine learning methods (published 2015 onward) and their application for …
Diets High In N-3 Fatty Acids Are Associated With Lower Arterial Stiffness In Patients With Rheumatoid Arthritis: A Latent Profile Analysis, Richard J. Woodman, Leena R. Baghdadi, E Michael Shanahan, Inushi De Silva, Jonathan M. Hodgson, Arduino A. Mangoni
Diets High In N-3 Fatty Acids Are Associated With Lower Arterial Stiffness In Patients With Rheumatoid Arthritis: A Latent Profile Analysis, Richard J. Woodman, Leena R. Baghdadi, E Michael Shanahan, Inushi De Silva, Jonathan M. Hodgson, Arduino A. Mangoni
Research outputs 2014 to 2021
Supplementation with n-3 fatty acids can influence inflammation and markers of arterial stiffness that are increased in patients with rheumatoid arthritis (RA). However, it is unknown whether specific patterns of dietary fatty acid intake are similarly associated. In a longitudinal study, eighty-six RA patients reported their dietary intake and had arterial stiffness measured using the augmentation index (AIx) at baseline and 8 months. Latent profile analysis (LPA) was performed to characterise patterns of fatty acid intake using sixteen major fatty acids. Models for two to six profiles were compared using the Akaike and Bayesian information criteria. Associations between AIx and …
Prevalence Of Rheumatoid Arthritis In Low-And Middle-Income Countries: A Systematic Review And Analysis, Igor Rudan, Simrita Sidhu, Angeliki Papana, Shi–Jiao Meng, Yu Xin-Wei, Wei Wang, Ruth M. Campbell–Page, Alessandro Rhyll Demaio, Harish Nair, Devi Sridhar, Evropi Theodoratou, Ben Dowman, Davies Adeloye, Azeem Majeed, Josip Car, Harry Campbell, Wei Wang, Kit Yee Chan
Prevalence Of Rheumatoid Arthritis In Low-And Middle-Income Countries: A Systematic Review And Analysis, Igor Rudan, Simrita Sidhu, Angeliki Papana, Shi–Jiao Meng, Yu Xin-Wei, Wei Wang, Ruth M. Campbell–Page, Alessandro Rhyll Demaio, Harish Nair, Devi Sridhar, Evropi Theodoratou, Ben Dowman, Davies Adeloye, Azeem Majeed, Josip Car, Harry Campbell, Wei Wang, Kit Yee Chan
Research outputs 2014 to 2021
Background: Rheumatoid arthritis (RA) is an autoimmune disorder that affects the small joints of the body. It is one of the leading causes of chronic morbidity in high–income countries, but little is known about the burden of this disease in low– and middle–income countries (LMIC).
Methods: The aim of this study was to estimate the prevalence of RA in six of the World Health Organization's (WHO) regions that harbour LMIC by identifying all relevant studies in those regions. To accomplish this aim various bibliographic databases were searched: PubMed, EMBASE, Global Health, LILACS and the Chinese databases CNKI and WanFang. Studies …