Parkinson’s Disease

Exploring Facial Metric Normalization For Within- and Between-Subject Comparisons in a Multimodal Health Monitoring Agent

The use of facial metrics obtained through remote web-based platforms has shown promising results for at-home assessment of facial function in multiple neurological and mental disorders. However, an important factor influencing the utility of the …

Statistical and Clinical Utility of Multimodal Dialogue-Based Speech and Facial Metrics for Parkinson's Disease Assessment

Speech, Facial and Fine Motor Features for Conversation-Based Remote Assessment and Monitoring of Parkinson’s Disease

We present a cloud-based multimodal dialogue platform for the remote assessment and monitoring of speech, facial and fine motor function in Parkinson’s Disease (PD) at scale, along with a preliminary investigation of the efficacy of the various …

Collecting Remote Voice and Movement Data from People with Parkinson’s Disease (PD) using Multimodal Conversational AI: Lessons Learned from a National Study

Telehealth is increasingly gaining recognition in the fields of neurology and speech-pathology (SLP) as a means of addressing accessibility issues experienced by people with PD. We present one potential solution -- a conversational artificial …

Multimodal Dialog Based Remote Patient Monitoring of Motor Function in Parkinson’s Disease and Other Movement Disorder

The need for remote monitoring to support Parkinson’s Disease (PD) patients, caregivers, and healthcare professionals in their collaborative efforts for better care has never been greater. We have earlier presented Tina, a virtual agent that is …