ArticleJournal of speech, language, and hearing research : JSLHR2018
Data-Driven Classification of Dysarthria Profiles in Children With Cerebral Palsy.
Article in Journal of speech, language, and hearing research : JSLHR, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 22 papers.
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Who cites it
22 citing papers in PubMed, 44 citations in OpenAlex.
- Longitudinal speech and gross motor function development in children and adolescents with cerebral palsy.Developmental medicine and child neurology · 2026Article
- A Pilot Study of Listening Fatigue: Impacts of Pediatric Dysarthria on Adult Listeners.American journal of speech-language pathology · 2025Article
- An Introduction to Machine Learning for Speech-Language Pathologists: Concepts, Terminology, and Emerging Applications.Perspectives of the ASHA special interest groups · 2025Article
- Vocal Characteristics of Children With Cerebral Palsy and Anarthria.Journal of speech, language, and hearing research : JSLHR · 2024Article
- Exploring Motor Speech Disorders in Low and Minimally Verbal Autistic Individuals: An Auditory-Perceptual Analysis.American journal of speech-language pathology · 2024Article
- Articulatory and Vocal Fold Movement Patterns During Loud Speech in Children With Cerebral Palsy.Journal of speech, language, and hearing research : JSLHR · 2024Article
- Models and Approaches for Comprehension of Dysarthric Speech Using Natural Language Processing: Systematic Review.JMIR rehabilitation and assistive technologies · 2023Review
- Sentence Length Effects on Intelligibility in Two Groups of Older Children With Neurodevelopmental Disorders.American journal of speech-language pathology · 2023Article
- Marginal and Canonical Babbling in 10 Infants at Risk for Cerebral Palsy.American journal of speech-language pathology · 2023Article
- A Descriptive Study of Speech Breathing in Children With Cerebral Palsy During Two Types of Connected Speech Tasks.Journal of speech, language, and hearing research : JSLHR · 2022Article
- Use of Automated Kinematic Diadochokinesis Analysis to Identify Potential Indicators of Speech Motor Involvement in Children With Cerebral Palsy.American journal of speech-language pathology · 2022Article
- Communication and Social Interaction Experiences of Youths With Congenital Motor Speech Disorders.American journal of speech-language pathology · 2022Article
- Longitudinal change in speech classification between 4 and 10 years in children with cerebral palsy.Developmental medicine and child neurology · 2022Article
- PROMPT to improve speech motor abilities in children with cerebral palsy: a wait-list control group trial protocol.BMC neurology · 2022Article
- Dysarthria Subgroups in Talkers with Huntington's Disease: Comparison of Two Data-Driven Classification Approaches.Brain sciences · 2022Article
- Consonantal Landmarks as Predictors of Dysarthria among English-Speaking Adults with Cerebral Palsy.Brain sciences · 2021Article
- Utility of the Intelligibility in Context Scale for Predicting Speech Intelligibility of Children with Cerebral Palsy.Brain sciences · 2021Article
- Speech Development Between 30 and 119 Months in Typical Children II: Articulation Rate Growth Curves.Journal of speech, language, and hearing research : JSLHR · 2021Article
- Reliability of Perceptual Judgments of Phonetic Accuracy and Hypernasality Among Speech-Language Pathologists for Children With Dysarthria.American journal of speech-language pathology · 2021Article
- Performance Variability During Motor Learning of a New Balance Task in a Non-immersive Virtual Environment in Children With Hemiplegic Cerebral Palsy and Typically Developing Peers.Frontiers in neurology · 2021Article
Corrections and comments
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Authors and funding
2 authors at 1 institution in 1 country.
Funding
Abstract
Purpose: The objectives of this study were to examine different speech profiles among children with dysarthria secondary to cerebral palsy (CP) and to characterize the effect of different speech profiles on intelligibility. Method: Twenty 5-year-old children with dysarthria secondary to CP and 20 typically developing children were included in this study. Six acoustic and perceptual speech measures were selected to quantify a range of segmental and suprasegmental speech characteristics and were measured from children's sentence productions. Hierarchical cluster analysis was used to identify naturally occurring subgroups of children who had similar profiles of speech features. Results: Results revealed 4 naturally occurring speech clusters among children: 1 cluster of children with typical development and 3 clusters of children with dysarthria secondary to CP. Two of the 3 dysarthria clusters had statistically equivalent intelligibility levels but significantly differed in articulation rate and degree of hypernasality. Conclusion: This study provides initial evidence that different speech profiles exist among 5-year-old children with dysarthria secondary to CP, even among children with similar intelligibility levels, suggesting the potential for developing a pediatric dysarthria classification system that could be used to stratify children with dysarthria into meaningful subgroups for studying speech motor development and efficacy of interventions.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.