A systematic review of the applications of artificial intelligence and machine learning in autoimmune diseases

IS Stafford, M Kellermann, E Mossotto, RM Beattie… - NPJ digital …, 2020 - nature.com
Autoimmune diseases are chronic, multifactorial conditions. Through machine learning (ML),
a branch of the wider field of artificial intelligence, it is possible to extract patterns within …

[HTML][HTML] Process mining and data mining applications in the domain of chronic diseases: A systematic review

K Chen, F Abtahi, JJ Carrero… - Artificial Intelligence in …, 2023 - Elsevier
The widespread use of information technology in healthcare leads to extensive data
collection, which can be utilised to enhance patient care and manage chronic illnesses. Our …

ME/CFS and post-exertional malaise among patients with long COVID

LA Jason, JA Dorri - Neurology International, 2022 - mdpi.com
This study sought to ascertain the prevalence of Myalgic Encephalomyelitis/Chronic Fatigue
Syndrome (ME/CFS) among a sample of 465 patients with Long COVID. The participants …

COVID-19 symptoms over time: comparing long-haulers to ME/CFS

LA Jason, MF Islam, K Conroy, J Cotler… - … biomedicine, health & …, 2021 - Taylor & Francis
Introduction Our objective was to determine which symptoms among long-hauler COVID-19
patients change over time, and how their symptoms compare to another chronic illness …

Peripheral endothelial dysfunction in myalgic encephalomyelitis/chronic fatigue syndrome

N Scherbakov, M Szklarski, J Hartwig… - ESC heart …, 2020 - Wiley Online Library
Aims Myalgic encephalomyelitis/chronic fatigue syndrome (ME/CFS) is a complex
multisystem disease. Evidence for disturbed vascular regulation comes from various studies …

Evaluating case diagnostic criteria for myalgic encephalomyelitis/chronic fatigue syndrome (ME/CFS): toward an empirical case definition

KE Conroy, MF Islam, LA Jason - Disability and rehabilitation, 2023 - Taylor & Francis
Purpose Myalgic encephalomyelitis/chronic fatigue syndrome (ME/CFS) is an illness
characterized by a variety of symptoms including post-exertional malaise, unrefreshing …

[HTML][HTML] The development of the DePaul Symptom Questionnaire: Original, expanded, brief, and pediatric versions

LA Jason, M Sunnquist - Frontiers in pediatrics, 2018 - frontiersin.org
One of the key requirements of a reliable case definition is the use of standardized
procedures for assessing symptoms. This article chronicles the development of the DePaul …

Association analysis between symptomology and herpesvirus IgG antibody concentrations in myalgic encephalomyelitis/chronic fatigue syndrome (ME/CFS) and …

TD Domingues, J Malato, AD Grabowska, JS Lee… - Heliyon, 2023 - cell.com
Myalgic encephalomyelitis/chronic fatigue syndrome (ME/CFS) and multiple sclerosis (MS)
are two complex and multifactorial diseases whose patients experience persistent fatigue …

Symptom-based clusters in people with ME/CFS: an illustration of clinical variety in a cross-sectional cohort

AW Vaes, M Van Herck, Q Deng… - Journal of Translational …, 2023 - Springer
Background Myalgic encephalomyelitis (ME)/chronic fatigue syndrome (CFS) is a complex,
heterogenous disease. It has been suggested that subgroups of people with ME/CFS exist …

[HTML][HTML] A systematic review of the application of machine-learning algorithms in multiple sclerosis

M Vázquez-Marrufo, E Sarrias-Arrabal… - Neurología (English …, 2023 - Elsevier
Introduction The applications of artificial intelligence, and in particular automatic learning or
“machine learning”(ML), constitute both a challenge and a great opportunity in numerous …