With the advances of data-driven machine learning research, a wide variety of prediction
problems have been tackled. It has become critical to explore how machine learning and …

The Internet of Things (IoT) boom has revolutionized almost every corner of people's daily
lives: healthcare, environment, transportation, manufacturing, supply chain, and so on. With …

Parkinson's disease (PD) is a common neurological disorder, with bradykinesia being one of
its cardinal features. Objective quantification of bradykinesia using computer vision has the …

Major depressive disorder (MDD) is one of the most common and severe mental illnesses,
posing a huge burden on society and families. Recently, some multimodal methods have …

Parkinson's disease (PD) is a common neurodegenerative movement disorder among older
individuals. As one of the typical symptoms of PD, tremor is a critical reference in the PD …

Drug-induced parkinsonism affects many older adults with dementia, often causing gait
disturbances. New advances in vision-based human pose-estimation have opened …

A cost-effective gait analysis system without attachments and specialized large
environments can provide useful information to determine effective treatment in clinical sites …

Bradykinesia is one of the core motor symptoms of Parkinson's disease (PD). Neurologists
typically perform face-to-face bradykinesia assessment in PD patients according to the …

A markerless gait analysis system can measure useful gait metrics to determine effective
clinical treatment. Although this gait analysis system does not require a large space, several …

Motor dysfunction in Parkinson's Disease (PD) patients is typically assessed by clinicians
employing the Movement Disorder Society's Unified Parkinson's Disease Rating Scale …