Article

Speech disturbances in schizophrenia: assessing cross-linguistic generalizability of NLP automated measures of coherence

2022-03-31

Abstract excerpt

<h4>Introduction</h4> Language disorders – disorganized and incoherent speech in particular - are distinctive features of schizophrenia. Natural language processing (NLP) offers automated measures of incoherent speech as promising markers for schizophrenia. However, the scientific and clinical impact of NLP markers depends on their generalizability across contexts, samples, and languages, which we systematically a...

Topics

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

Identifiers and source

Literature Corpus work: 91d2ac61-718c-51f7-83e9-690f0c782117
DOI: 10.1101/2022.03.28.22272995

Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest

Speech disturbances in schizophrenia: assessing cross-linguistic generalizability of NLP automated measures of coherenceDOI 10.1101/2022.03.28.22272995Read

An integrative NLP framework identifies multilevel linguistic phenotypes of schizophrenia across tasks.Semantic proximity Read

Latent Factors of Language Disturbance and Relationships to Quantitative Speech FeaturesSemantic proximity Read

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

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

Assessing psychosis risk using quantitative markers of disorganised speechSemantic proximity Read

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

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

The Centroid Cannot Hold: Comparing Sequential and Global Estimates of Coherence as Indicators of Formal Thought DisorderSemantic proximity Read

The Semantic Underpinnings of Speech Disorganization in SchizophreniaSemantic proximity Read

Lexical Markers of Disordered Speech in Primary Progressive Aphasia and ‘Parkinson-plus’ DisordersSemantic proximity Read

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