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 …
mental health is increasingly becoming an essential component of the digital clinic and …
Multimodal speech biomarkers for remote monitoring of ALS disease progression
Amyotrophic lateral sclerosis (ALS) is a progressive neurodegenerative disease that
severely impacts affected persons' speech and motor functions, yet early detection and …
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 …
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 …
(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 …
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
Previous work has demonstrated the utility of speech-based digital biomarkers for remotely
tracking longitudinal progression in people with Amyotrophic Lateral Sclerosis (pALS). Here …
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
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 …
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
● Costs for assessing therapeutic benefits increase exponentially with more patients and
clinic visits.● Smaller sample sizes desirable for ALS, a rare neurodegenerative disorder …
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 …
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 …
speech recordings from participants. For the SBC task, participants were instructed to take a …