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Title: Early detection and tracking of bulbar changes in ALS via frequent and remote speech analysis
Abstract Bulbar deterioration in amyotrophic lateral sclerosis (ALS) is a devastating characteristic that impairs patients’ ability to communicate, and is linked to shorter survival. The existing clinical instruments for assessing bulbar function lack sensitivity to early changes. In this paper, using a cohort ofN = 65 ALS patients who provided regular speech samples for 3–9 months, we demonstrated that it is possible to remotely detect early speech changes and track speech progression in ALS via automated algorithmic assessment of speech collected digitally.  more » « less
Award ID(s):
1853247
PAR ID:
10202411
Author(s) / Creator(s):
; ; ; ; ; ; ;
Publisher / Repository:
Nature Publishing Group
Date Published:
Journal Name:
npj Digital Medicine
Volume:
3
Issue:
1
ISSN:
2398-6352
Format(s):
Medium: X
Sponsoring Org:
National Science Foundation
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