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 …
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 …
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 …
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
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 …
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 …
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 …
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 …
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 …
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
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 …
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 …
the onset and progression of psychosis. These linguistic variables are often considered to …