Management of multiple sclerosis fatigue in the digital age: From assessment to treatment

C Pinarello, J Elmers, H Inojosa, C Beste… - Frontiers in …, 2023 - frontiersin.org
Fatigue is one of the most disabling symptoms of Multiple Sclerosis (MS), affecting more
than 80% of patients over the disease course. Nevertheless, it has a multi-faceted and …

Machine learning applied to digital phenotyping: A systematic literature review and taxonomy

MP dos Santos, WF Heckler, RS Bavaresco… - Computers in Human …, 2024 - Elsevier
Health conditions, encompassing both physical and mental aspects, hold an influence that
extends beyond the individual. These conditions affect personal well-being, relationships …

Association of real life postural transitions kinematics with fatigue in neurodegenerative and immune diseases

R Romijnders, A Atrsaei, RZU Rehman, L Strehlow… - npj Digital …, 2025 - nature.com
Fatigue is prevalent in immune-mediated inflammatory and neurodegenerative diseases, yet
its assessment relies largely on patient-reported outcomes, which capture perception but not …

NSF DARE—Transforming modeling in neurorehabilitation: Four threads for catalyzing progress

FJ Valero-Cuevas, J Finley, A Orsborn, N Fung… - Journal of …, 2024 - Springer
We present an overview of the Conference on Transformative Opportunities for Modeling in
Neurorehabilitation held in March 2023. It was supported by the Disability and Rehabilitation …

Measuring Disease Progression in Multiple Sclerosis Clinical Drug Trials and Impact on Future Patient Care

F De Angelis, R Nistri, S Wright - CNS drugs, 2024 - Springer
Multiple sclerosis (MS) is a chronic immune-mediated disease of the central nervous system
characterised by inflammation, demyelination and neurodegeneration. Although several …

[HTML][HTML] Clinical applications of deep learning in neuroinflammatory diseases: A scoping review

S Demuth, J Paris, I Faddeenkov, J De Sèze… - Revue …, 2024 - Elsevier
Background Deep learning (DL) is an artificial intelligence technology that has aroused
much excitement for predictive medicine due to its ability to process raw data modalities …

Beyond prescribed activities: examining passive postural sway and gait data in patients with multiple sclerosis

BM Meyer, N Agarwal, K Machado Gamboa… - medRxiv, 2024 - medrxiv.org
Symptoms of multiple sclerosis (MS) are highly variable and include impaired senses,
instability, and fatigue, making persons with MS (PwMS) ill suited for the traditional six month …

Management of multiple sclerosis fatigue in the digital age

C Pinarello, J Elmers, H Inojosa, C Beste, T Ziemssen - 2023 - tud.qucosa.de
Abstract (EN) Fatigue is one of the most disabling symptoms of Multiple Sclerosis (MS),
affecting more than 80% of patients over the disease course. Nevertheless, it has a multi …