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 …

The interaction between viral and environmental risk factors in the pathogenesis of multiple sclerosis

RE Tarlinton, T Khaibullin, E Granatov… - International journal of …, 2019 - mdpi.com
Multiple sclerosis (MS) is a chronic debilitating inflammatory disease of unknown ethology
targeting the central nervous system (CNS). MS has a polysymptomatic onset and is usually …

[HTML][HTML] The age at onset of relapsing-remitting multiple sclerosis has increased over the last five decades

L Romero-Pinel, L Bau, E Matas, I León… - Multiple Sclerosis and …, 2022 - Elsevier
Background Patients with relapsing-remitting multiple sclerosis (RRMS) most commonly
experience their first symptoms between 20 and 40 years of age. The objective of this study …

Environmental risk factors in multiple sclerosis: Bridging Mendelian randomization and observational studies

M Vandebergh, N Degryse, B Dubois, A Goris - Journal of Neurology, 2022 - Springer
Multiple sclerosis (MS) is a complex disease with both genetic variants and environmental
factors involved in disease susceptibility. The main environmental risk factors associated …

Genetics and functional genomics of multiple sclerosis

W Kim, NA Patsopoulos - Seminars in immunopathology, 2022 - Springer
Multiple sclerosis (MS) is an inflammatory neurodegenerative disease with genetic
predisposition. Over the last decade, genome-wide association studies with increasing …

Monomethyl fumarate (MMF, Bafiertam) for the treatment of relapsing forms of multiple sclerosis (MS)

AA Berger, ER Sottosanti, A Winnick, J Izygon… - Neurology …, 2021 - mdpi.com
Multiple sclerosis (MS) is a prevalent neurologic autoimmune disorder affecting two million
people worldwide. Symptoms include gait abnormalities, perception and sensory losses …

[HTML][HTML] Role of smoking in the pathogenesis of multiple sclerosis: a review article

K Nishanth, E Tariq, FP Nzvere, M Miqdad… - Cureus, 2020 - ncbi.nlm.nih.gov
Multiple sclerosis (MS) is a complex and unpredictable neurological condition. It is the most
commonly seen autoimmune disorder. The incidence of disease and its prevalence are …

Associations between smoking and walking, fatigue, depression, and health-related quality of life in persons with multiple sclerosis

T Kahraman, AT Ozdogar, Z Abasiyanik… - Acta Neurologica …, 2021 - Springer
Smoking is associated with increased multiple sclerosis (MS) risk. In addition, some studies
have reported that smoking is associated with anxiety and depression. However, the …

The role of machine learning in developing non-magnetic resonance imaging based biomarkers for multiple sclerosis: a systematic review

MZ Hossain, E Daskalaki, A Brüstle… - BMC Medical Informatics …, 2022 - Springer
Background Multiple sclerosis (MS) is a neurological condition whose symptoms, severity,
and progression over time vary enormously among individuals. Ideally, each person living …

The global prevalence of familial multiple sclerosis: an updated systematic review and meta-analysis

N Ehtesham, MZ Rafie, M Mosallaei - BMC neurology, 2021 - Springer
Background Considering that many recent studies have reported the prevalence of familial
multiple sclerosis (FMS), we performed an updated meta-analysis of the worldwide …