[HTML][HTML] Navigating the semantic space: Unraveling the structure of meaning in psychosis using different computational language models

R He, C Palominos, H Zhang, MF Alonso-Sánchez… - Psychiatry …, 2024 - Elsevier
Speech in psychosis has long been ascribed as involving 'loosening of associations'. We
pursued the aim to elucidate its underlying cognitive mechanisms by analysing picture …

[HTML][HTML] Combining automatic speech recognition with semantic natural language processing in schizophrenia

S Ciampelli, AE Voppel, JN De Boer, S Koops… - Psychiatry …, 2023 - Elsevier
Natural language processing (NLP) tools are increasingly used to quantify semantic
anomalies in schizophrenia. Automatic speech recognition (ASR) technology, if robust …

Natural language processing for defining linguistic features in schizophrenia: A sample from Turkish speakers

T Çabuk, N Sevim, E Mutlu, AEA Yağcıoğlu, A Koç… - Schizophrenia …, 2024 - Elsevier
Natural language processing (NLP) provides fast and accurate extraction of features related
to the language of schizophrenia. We utilized NLP methods to test the hypothesis that …

An automatic detection method for schizophrenia based on abnormal eye movements in reading tasks

H Yang, L He, W Li, Q Zheng, Y Li, X Zheng… - Expert Systems with …, 2024 - Elsevier
Schizophrenia is a common mental disease worldwide. To assist doctors in diagnosing
schizophrenia through objective biological indicators, an automatic detection method for …

Reduced speech coherence in psychosis-related social media forum posts

L Plank, A Zlomuzica - Schizophrenia, 2024 - nature.com
The extraction of linguistic markers from social media posts, which are indicative of the onset
and course of mental disorders, offers great potential for mental healthcare. In the present …

Content-free speech activity records: interviews with people with schizophrenia

F Cangemi, M Grice, A Janz, V Lucarini… - Language Resources …, 2024 - Springer
Schizophrenia is characterised by a variety of symptoms, many of which are expressed
verbally. However, privacy concerns limit the possibility of collecting and sharing large …

The contribution of prosody to machine classification of schizophrenia

T Ben Moshe, I Ziv, N Dershowitz, K Bar - Schizophrenia, 2024 - nature.com
We show how acoustic prosodic features, such as pitch and gaps, can be used
computationally for detecting symptoms of schizophrenia from a single spoken response …

The association between discourse production and schizotypal personality traits

EC Gann, Y **ong, C Bui, SD Newman - Schizophrenia Research, 2024 - Elsevier
Discourse abnormalities are a prominent feature in schizophrenia spectrum disorders,
including poor lexical diversity, and have been found to differentiate patients from healthy …

Linguistic markers of schizophrenia: a case study of Robert Walser

I Nenchev, T Scheffler, M de la Fuente… - Proceedings of the …, 2024 - aclanthology.org
We present a study of the linguistic output of the German-speaking writer Robert Walser
using NLP. We curated a corpus comprising texts written by Walser during periods of sound …

[PDF][PDF] Language ability in schizophrenia patients and genetic high-risk individuals: neuropsychological and computational investigation

T Çabuk - 2024 - repository.bilkent.edu.tr
The study aimed to define language-related phenotypes in schizophrenia and analyze
language in schizophrenia patients (SZ) and their unaffected siblings (SIB) as a possible …