Introduction Our aim is to develop a novel approach to hyperkinetic movement disorder
classification, that combines clinical information, electromyography, accelerometry and …

Movement disorders affect many people globally. A patient with Parkinson's Disease, for
example, may exhibit impaired gait and have other difficulties with movements. The purpose …

Recent advances in wearable sensor technology and machine learning (ML) have allowed
for the seamless and objective study of human motion in clinical applications, including …

Observation is a fundamental part of the practice of clinical medicine. Observation of
movement is particularly important for the neurologist. Conditions such as Parkinson's …

The assessment of movement abilities in individuals with neurological disorders is a critical
task in clinical practice. Currently, clinical assessments are time-consuming and rely on …

Many neurological and musculoskeletal diseases impair movement, which limits people's
function and social participation. Quantitative assessment of motion is critical to medical …

Motor impairment evaluations are key rehabilitation-related assessments for patients with
stroke. Currently, such evaluations are subjective; they are based on physicians' judgements …

The development of wearable sensors has opened the door for long-term assessment of
movement disorders. However, there is still a need for developing methods suitable to …

Observation is a fundamental part of the practice of clinical medicine. Observation of
movement is particularly important for the neurologist. Conditions such as Parkinson's …