Using Digital Speech Markers to Classify Functional Speech Disorder: A Proof‐of‐Concept Pilot Study

This proof-of-principle pilot study successfully classified FND-speech versus HCs, highlighting the potential of digital speech markers to serve as adjunctive diagnostic markers for FND-speech. Out-of-sample replication and larger-scale classifier efforts incorporating neurological controls are needed. © 2025 International Parkinson and Movement Disorder Society.

Authors

Institutions

Publication Details

Journal
Movement Disorders
Published
2025-05-31
DOI
https://doi.org/10.1002/mds.30256
Primary Topic
Voice and Speech Disorders
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Using Digital Speech Markers to Classify Functional Speech Disorder: A Proof‐of‐Concept Pilot Study

Christiana Westlin, Jennifer Freeburn, Neguine Rezaii, Sara A. Finkelstein et al.
Movement Disorders
Voice and Speech Disorders
article

Using Digital Speech Markers to Classify Functional Speech Disorder: A Proof‐of‐Concept Pilot Study

Christiana Westlin, Jennifer Freeburn, Neguine Rezaii, Sara A. Finkelstein, David L. Perez
article en

Abstract

This proof-of-principle pilot study successfully classified FND-speech versus HCs, highlighting the potential of digital speech markers to serve as adjunctive diagnostic markers for FND-speech. Out-of-sample replication and larger-scale classifier efforts incorporating neurological controls are needed. © 2025 International Parkinson and Movement Disorder Society.

Movement DisordersVol. 40(8)
Harvard University (US), Massachusetts General Hospital (US), Mass General Brigham (US)
Openalex Percentile: Top 84%
Voice and Speech Disorders
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.