Automated computerized analysis of speech in psychiatric disorders

AS Cohen, B Elvevåg - Current opinion in psychiatry, 2014 - journals.lww.com
Computer-based assessments of natural language afford a framework with which to
measure communication disturbances in adults with severe mental illnesses. Emerging …

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 …

Understanding language abnormalities and associated clinical markers in psychosis: the promise of computational methods

K Hitczenko, VA Mittal, M Goldrick - Schizophrenia Bulletin, 2021 - academic.oup.com
The language and speech of individuals with psychosis reflect their impairments in cognition
and motor processes. These language disturbances can be used to identify individuals with …

A review of automated speech and language features for assessment of cognitive and thought disorders

R Voleti, JM Liss, V Berisha - IEEE journal of selected topics in …, 2019 - ieeexplore.ieee.org
It is widely accepted that information derived from analyzing speech (the acoustic signal)
and language production (words and sentences) serves as a useful window into the health …

Language analytics for assessment of mental health status and functional competency

R Voleti, SM Woolridge, JM Liss… - Schizophrenia …, 2023 - academic.oup.com
Abstract Background and Hypothesis Automated language analysis is becoming an
increasingly popular tool in clinical research involving individuals with mental health …

Detecting clinically significant events through automated language analysis: Quo imus?

PW Foltz, M Rosenstein, B Elvevåg - npj Schizophrenia, 2016 - nature.com
We found the recent paper by Bedi et al. 1 simultaneously exciting, heartening and, sadly, a
bit discouraging. It shows that modern, statistical natural language processing (NLP) and …

[图书][B] Assessment of communication disorders in adults: Resources and protocols

MN Hegde, D Freed - 2020 - books.google.com
Assessment of Communication Disorders in Adults: Resources and Protocols, Third Edition
offers a unique combination of scholarly information, invaluable resources, and time-saving …

Using language processing and speech analysis for the identification of psychosis and other disorders

CM Corcoran, GA Cecchi - Biological Psychiatry: Cognitive Neuroscience …, 2020 - Elsevier
Increasingly, data-driven methods have been implemented to understand psychopathology.
Language is the main source of information in psychiatry and represents “big data” at the …

[HTML][HTML] Automated analysis of free speech predicts psychosis onset in high-risk youths

G Bedi, F Carrillo, GA Cecchi, DF Slezak, M Sigman… - npj …, 2015 - nature.com
AIMS: In this proof-of-principle study, our aim was to test automated speech analyses
combined with Machine Learning to predict later psychosis onset in youths at clinical high …

More than a biomarker: could language be a biosocial marker of psychosis?

L Palaniyappan - npj Schizophrenia, 2021 - nature.com
Automated extraction of quantitative linguistic features has the potential to predict objectively
the onset and progression of psychosis. These linguistic variables are often considered to …