Multimodal technologies for remote assessment of neurological and mental health

V Ramanarayanan - Journal of Speech, Language, and Hearing …, 2024 - pubs.asha.org
Purpose: Automated remote assessment and monitoring of patients' neurological and
mental health is increasingly becoming an essential component of the digital clinic and …

Multimodal speech biomarkers for remote monitoring of ALS disease progression

M Neumann, H Kothare, V Ramanarayanan - Computers in Biology and …, 2024 - Elsevier
Amyotrophic lateral sclerosis (ALS) is a progressive neurodegenerative disease that
severely impacts affected persons' speech and motor functions, yet early detection and …

[PDF][PDF] Towards scalable remote assessment of mild cognitive impairment via multimodal dialog

O Roesler, J Liscombe, M Neumann… - Proceedings of …, 2024 - isca-archive.org
Early assessment of mild cognitive impairment (MCI) has the potential to expedite
interventions and slow disease progress for people at risk of developing dementia. We …

[PDF][PDF] Preliminary Investigation of Psychometric Properties of a Novel Multimodal Dialog Based Affect Production Task in Children and Adolescents with Autism

C Demopoulos, L Lampinen, C Preciado… - Proc. Interspeech …, 2024 - isca-archive.org
Impairments in nonverbal communication are a defining feature of autism spectrum disorder
(ASD) and can manifest as difficulty with, or even complete lack of, communication of …

On The Feasibility of Multimodal Dialog Based Remote Balance Assessment

N Sukhdev, O Roesler, M Neumann, M Bartlett… - AI for Health Equity and …, 2024 - Springer
A variety of tests exist to assess balance, which are usually administered by a clinician in
clinic. This limits how often they can be administered and requires patients to travel to the …

[PDF][PDF] How Consistent are Speech-Based Biomarkers in Remote Tracking of ALS Disease Progression Across Languages? A Case Study of English and Dutch

H Kothare, M Neumann, C Zhang… - In Proceedings of …, 2024 - vikramr.com
Previous work has demonstrated the utility of speech-based digital biomarkers for remotely
tracking longitudinal progression in people with Amyotrophic Lateral Sclerosis (pALS). Here …

[PDF][PDF] Multimodal Digital Biomarkers for Longitudinal Tracking of Speech Impairment Severity in ALS: An Investigation of Clinically Important Differences

M Neumann, H Kothare, J Liscombe… - Proc. Interspeech …, 2024 - researchgate.net
Speech biomarkers have shown promise for the remote assessment of ALS. However, to
demonstrate clinical utility at tracking longitudinal progress of the disease, one needs to …

[PDF][PDF] Relationship between sample size and responsiveness of speech-based digital biomarkers in ALS

H Kothare, M Neumann… - … of: International Society …, 2024 - vikramr.com
● Costs for assessing therapeutic benefits increase exponentially with more patients and
clinic visits.● Smaller sample sizes desirable for ALS, a rare neurodegenerative disorder …

Accessible Real-time Eye-Gaze Tracking For Neurocognitive Health Assessments, A Multimodal Web-based Approach

DC Tisdale - 2024 - digitalcommons.calpoly.edu
We introduce a novel integration of real-time, predictive eye-gaze tracking models into a
multimodal dialogue system tailored for remote health assessments. This system is …

[PDF][PDF] On The Utility of a Single-Breath Counting Task for the Remote Digital Assessment of Respiratory Function in ALS

Methods. A web based dialog system (Ramanarayanan et al. 2023) was used to collect
speech recordings from participants. For the SBC task, participants were instructed to take a …