Applications of deep learning techniques for automated multiple sclerosis detection using magnetic resonance imaging: A review

A Shoeibi, M Khodatars, M Jafari, P Moridian… - Computers in Biology …, 2021 - Elsevier
Multiple Sclerosis (MS) is a type of brain disease which causes visual, sensory, and motor
problems for people with a detrimental effect on the functioning of the nervous system. In …

High-efficacy therapies for treatment-naïve individuals with relapsing–remitting multiple sclerosis

L Freeman, EE Longbrake, PK Coyle, B Hendin… - CNS drugs, 2022 - Springer
There are> 18 distinct disease-modifying therapy (DMT) options covering 10 mechanisms of
action currently approved by the US Food and Drug Administration for the treatment of …

Dimethyl fumarate delays multiple sclerosis in radiologically isolated syndrome

DT Okuda, O Kantarci, C Lebrun‐Frénay… - Annals of …, 2023 - Wiley Online Library
Objective The radiologically isolated syndrome (RIS) represents the earliest detectable pre‐
clinical phase of multiple sclerosis (MS). This study evaluated the impact of therapeutic …

Multiple Sclerosis Therapy Consensus Group (MSTCG): position statement on disease-modifying therapies for multiple sclerosis (white paper)

H Wiendl, R Gold, T Berger, T Derfuss… - Therapeutic …, 2021 - journals.sagepub.com
Multiple sclerosis is a complex, autoimmune-mediated disease of the central nervous
system characterized by inflammatory demyelination and axonal/neuronal damage. The …

From the prodromal stage of multiple sclerosis to disease prevention

RA Marrie, M Allegretta, LF Barcellos, B Bebo… - Nature Reviews …, 2022 - nature.com
A prodrome is an early set of signs or symptoms that indicate the onset of a disease before
more typical symptoms develop. Prodromal stages are well recognized in some neurological …

The apparently milder course of multiple sclerosis: changes in the diagnostic criteria, therapy and natural history

PS Sorensen, F Sellebjerg, HP Hartung, X Montalban… - Brain, 2020 - academic.oup.com
In the past decade, changes have occurred in the spectrum of multiple sclerosis courses.
The natural history of multiple sclerosis appears milder from the first sign of demyelinating …

Current and future role of MRI in the diagnosis and prognosis of multiple sclerosis

MA Rocca, P Preziosa, F Barkhof… - The Lancet Regional …, 2024 - thelancet.com
In the majority of cases, multiple sclerosis (MS) is characterized by reversible episodes of
neurological dysfunction, often followed by irreversible clinical disability. Accurate diagnostic …

Diagnosis of progressive multiple sclerosis from the imaging perspective: a review

M Filippi, P Preziosa, F Barkhof, DT Chard… - JAMA …, 2021 - jamanetwork.com
Importance Although magnetic resonance imaging (MRI) is useful for monitoring disease
dissemination in space and over time and excluding multiple sclerosis (MS) mimics, there …

A deep learning approach to predicting disease progression in multiple sclerosis using magnetic resonance imaging

L Storelli, M Azzimonti, M Gueye, C Vizzino… - Investigative …, 2022 - journals.lww.com
Objectives Magnetic resonance imaging (MRI) is an important tool for diagnosis and
monitoring of disease course in multiple sclerosis (MS). However, its prognostic value for …

NfL predicts relapse-free progression in a longitudinal multiple sclerosis cohort study

T Uphaus, F Steffen, M Muthuraman, N Ripfel… - …, 2021 - thelancet.com
Background Easily accessible biomarkers enabling the identification of those patients with
multiple sclerosis (MS) who will accumulate irreversible disability in the long term are …