Article

Latent Factors of Language Disturbance and Relationships to Quantitative Speech Features

2022-04-01

Abstract excerpt

<h4>Background and Hypothesis</h4> Quantitative acoustic and textual measures derived from speech (“speech features”) may provide valuable biomarkers for psychiatric disorders, particularly schizophrenia spectrum disorders (SSD). We sought to identify cross-diagnostic latent factors for speech disturbance with relevance for SSD and computational modeling. <h4>Study Design</h4> Clinical ratings for speech disturban...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work: 179e48ee-d248-5cec-9a68-5356b9018cd2
DOI: 10.1101/2022.03.31.22273263

Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest

Latent Factors of Language Disturbance and Relationships to Quantitative Speech FeaturesDOI 10.1101/2022.03.31.22273263Read

Voice patterns as markers of schizophrenia: building a cumulative generalizable approach via a cross-linguistic and meta-analysis based investigationSemantic proximity Read

A double index for assessing symptoms in psychosis based on acoustic and semantic informationSemantic proximity Read

Vocal markers of schizophrenia: assessing the generalizability of machine learning models and their clinical applicabilitySemantic proximity Read

Speech disturbances in schizophrenia: assessing cross-linguistic generalizability of NLP automated measures of coherenceSemantic proximity Read

Evidence for the Factor Structure of Formal Thought Disorder: A Systematic Review ProtocolSemantic proximity Read

Automated Speech-Fluency Explanations for Schizophrenia DiagnosisSemantic proximity Read

Burnishing the blueprint of speech assessment with natural language processing: methods to characterize subtle impairments on individuals in at-risk mental states from a large urban population.Semantic proximity Read

Predicting PANSS symptoms in schizophrenia spectrum disorders using speech only: an international, multi-centre, retrospective, computational study across multiple languagesSemantic proximity Read

TRUSTING: An International Multicenter Observational Study of Speech-Based Relapse Prediction in Psychosis Using Explainable AISemantic proximity Read

Semantic speech networks linked to formal thought disorder in early psychosisSemantic proximity Read

Language or Syndrome? Investigating the Origins of the General Psychopathology Factor through Large Language Model EmbeddingsSemantic proximity Read

Analysis of Conceptual Overlap Among Formal Thought Disorder Rating Scales in Psychosis: A Systematic Semantic SynthesisSemantic proximity Read