[HTML][HTML] 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 …
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 …
Speech based natural language profile before, during and after the onset of psychosis: A cluster analysis
Abstract Background and Hypothesis Speech markers are digitally acquired,
computationally derived, quantifiable set of measures that reflect the state of neurocognitive …
computationally derived, quantifiable set of measures that reflect the state of neurocognitive …
[HTML][HTML] Anomalies in language as a biomarker for schizophrenia
Language disturbances are a key feature of schizophrenia. Although in its early stages, the
emerging field of research focused on computational linguistics suggests an important role …
emerging field of research focused on computational linguistics suggests an important role …
Language as a biomarker for psychosis: a natural language processing approach
Human ratings of conceptual disorganization, poverty of content, referential cohesion and
illogical thinking have been shown to predict psychosis onset in prospective clinical high risk …
illogical thinking have been shown to predict psychosis onset in prospective clinical high risk …
Prediction of psychosis across protocols and risk cohorts using automated language analysis
CM Corcoran, F Carrillo, D Fernández‐Slezak… - World …, 2018 - Wiley Online Library
Language and speech are the primary source of data for psychiatrists to diagnose and treat
mental disorders. In psychosis, the very structure of language can be disturbed, including …
mental disorders. In psychosis, the very structure of language can be disturbed, including …
Natural language processing markers for psychosis and other psychiatric disorders: emerging themes and research agenda from a cross-linguistic workshop
H Corona Hernández, C Corcoran… - Schizophrenia …, 2023 - academic.oup.com
This workshop summary on natural language processing (NLP) markers for psychosis and
other psychiatric disorders presents some of the clinical and research issues that NLP …
other psychiatric disorders presents some of the clinical and research issues that NLP …
[HTML][HTML] 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 …
[HTML][HTML] Automatic language analysis identifies and predicts schizophrenia in first-episode of psychosis
Automated language analysis of speech has been shown to distinguish healthy control (HC)
vs chronic schizophrenia (SZ) groups, yet the predictive power on first-episode psychosis …
vs chronic schizophrenia (SZ) groups, yet the predictive power on first-episode psychosis …
Exploring the use of natural language processing for objective assessment of disorganized speech in schizophrenia
L Jeong, M Lee, B Eyre, A Balagopalan… - Psychiatric …, 2023 - Am Psychiatric Assoc
Objective Measurement‐based care tools in psychiatry are useful for symptom monitoring
and detecting response to treatment, but methods for quick and objective measurement are …
and detecting response to treatment, but methods for quick and objective measurement are …