[HTML][HTML] Natural Language Processing and Schizophrenia: A Scoping Review of Uses and Challenges

A Deneault, A Dumais, M Désilets, A Hudon - Journal of Personalized …, 2024 - mdpi.com
(1) Background: Approximately 1% of the global population is affected by schizophrenia, a
disorder marked by cognitive deficits, delusions, hallucinations, and language issues. It is …

Computational analysis of linguistic features in speech samples of first-episode bipolar disorder and psychosis

B Arslan, E Kizilay, B Verim, C Demirlek… - Journal of Affective …, 2024 - Elsevier
Background In recent years, automated analyses using novel NLP methods have been used
to investigate language abnormalities in schizophrenia. In contrast, only a few studies used …

'Are these my thoughts?': A 20-year prospective study of thought insertion, thought withdrawal, thought broadcasting, and their relationship to auditory verbal …

P López-Silva, M Harrow, TH Jobe, M Tufano… - Schizophrenia …, 2024 - Elsevier
The co-occurrence of delusions and other symptoms at the onset of psychosis is a challenge
for theories about the aetiology of psychosis. This paper explores the relatedness of …

Automated linguistic analysis in youth at clinical high risk for psychosis

E Kizilay, B Arslan, B Verim, C Demirlek, M Demir… - Schizophrenia …, 2024 - Elsevier
Identifying individuals at clinical high risk for psychosis (CHRsingle bondP) is crucial for
preventing psychosis and improving the prognosis for schizophrenia. Individuals at CHR-P …

[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 …

Framework to Detect Schizophrenia in Brain MRI Slices with Mayfly Algorithm-Selected Deep and Handcrafted Features

KS Manic, V Rajinikanth, AS Al-Bimani, D Taniar… - Sensors, 2022 - mdpi.com
Brain abnormality causes severe human problems, and thorough screening is necessary to
identify the disease. In clinics, bio-image-supported brain abnormality screening is …

Language and communication rehabilitation in patients with schizophrenia: A narrative review

N Jimen - Heliyon, 2024 - cell.com
Abstract Language impairments often appear in patients with schizophrenia and are
potential targets for rehabilitation. Clinical practice and research should be intimately …

[HTML][HTML] Procesamiento de lenguaje natural para texto clínico en español: el caso de las listas de espera en Chile

P Báez, AP Arancibia, MI Chaparro, T Bucarey… - Revista Médica Clínica …, 2022 - Elsevier
Las listas de espera no cubiertas por el Plan de Garantías Explícitas en Salud para nueva
consulta de especialidad en Chile se han visto incrementadas por los efectos de la …

Automated linguistic analysis in speech samples of Turkish-speaking patients with schizophrenia-spectrum disorders

B Arslan, E Kizilay, B Verim, C Demirlek… - Schizophrenia …, 2024 - Elsevier
Modern natural language processing (NLP) methods provide ways to objectively quantify
language disturbances for potential use in diagnostic classification. We performed …

Approximating the semantic space: word embedding techniques in psychiatric speech analysis

C Palominos, R He, K Fröhlich, RR Mülfarth, S Seuffert… - Schizophrenia, 2024 - nature.com
Large language models provide high-dimensional representations (embeddings) of word
meaning, which allow quantifying changes in the geometry of the semantic space in mental …