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 …
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 …
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 …
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 …
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 …
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)
Multiple sclerosis (MS) is a prevalent neurologic autoimmune disorder affecting two million
people worldwide. Symptoms include gait abnormalities, perception and sensory losses …
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 …
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
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 …
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 …
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 …
multiple sclerosis (FMS), we performed an updated meta-analysis of the worldwide …