Applications of speech analysis in psychiatry

K Dikaios, S Rempel, SH Dumpala… - Harvard Review of …, 2023 - journals.lww.com
The need for objective measurement in psychiatry has stimulated interest in alternative
indicators of the presence and severity of illness. Speech may offer a source of information …

Trajectories through semantic spaces in schizophrenia and the relationship to ripple bursts

MM Nour, DC McNamee, Y Liu… - Proceedings of the …, 2023 - National Acad Sciences
Human cognition is underpinned by structured internal representations that encode
relationships between entities in the world (cognitive maps). Clinical features of …

[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 …

Progressive changes in descriptive discourse in First Episode Schizophrenia: a longitudinal computational semantics study

MF Alonso-Sánchez, SD Ford, M MacKinley, A Silva… - Schizophrenia, 2022 - nature.com
Computational semantics, a branch of computational linguistics, involves automated
meaning analysis that relies on how words occur together in natural language. This offers a …

Improving the applicability of AI for psychiatric applications through human-in-the-loop methodologies

C Chandler, PW Foltz, B Elvevåg - Schizophrenia Bulletin, 2022 - academic.oup.com
Objectives Machine learning (ML) and natural language processing have great potential to
improve efficiency and accuracy in diagnosis, treatment recommendations, predictive …

Leveraging relatedness‐based measures in people with language disorders: A scoping review

LA Gaudet, L Rybka, E Mandonnet… - Journal of …, 2024 - Wiley Online Library
Understanding lexico‐semantic processing is crucial for dissecting the complexities of
language and its disorders. Relatedness‐based measures, or those which investigate the …