Responsiveness, Sensitivity and Clinical Utility of Timing-Related Speech Biomarkers for Remote Monitoring of ALS Disease Progression.

amyotrophic lateral sclerosis remote patient monitoring speech biomarkers

Journal

Interspeech
ISSN: 2308-457X
Titre abrégé: Interspeech
Pays: France
ID NLM: 101772173

Informations de publication

Date de publication:
Aug 2023
Historique:
medline: 15 7 2024
pubmed: 15 7 2024
entrez: 15 7 2024
Statut: ppublish

Résumé

In this study, we describe the responsiveness of timing-related measures extracted from read speech in persons with ALS (pALS) collected via a remote patient monitoring platform in an effort to quantify how long it takes to detect a clinically-meaningful change associated with disease progression. We found that the timing alignment of pALS speech relative to a canonical elicitation of the same prompt is the most responsive measure, of the ones considered in this study, at detecting such change in both pALS with bulbar (

Identifiants

pubmed: 39006831
doi: 10.21437/interspeech.2023-2002
pmc: PMC11246071
doi:

Types de publication

Journal Article

Langues

eng

Pagination

2323-2327

Auteurs

Hardik Kothare (H)

Modality.AI, Inc., San Francisco, CA, USA.

Michael Neumann (M)

Modality.AI, Inc., San Francisco, CA, USA.

Jackson Liscombe (J)

Modality.AI, Inc., San Francisco, CA, USA.

Jordan Green (J)

MGH Institute of Healthcare Professions, Boston, MA USA.

Vikram Ramanarayanan (V)

Modality.AI, Inc., San Francisco, CA, USA.
University of California, San Francisco, CA, USA.

Classifications MeSH