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 …
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 …
[HTML][HTML] Reflections on the nature of measurement in language-based automated assessments of patients' mental state and cognitive function
Modern advances in computational language processing methods have enabled new
approaches to the measurement of mental processes. However, the field has primarily …
approaches to the measurement of mental processes. However, the field has primarily …
[HTML][HTML] Deconstructing heterogeneity in schizophrenia through language: a semi-automated linguistic analysis and data-driven clustering approach
Previous works highlighted the relevance of automated language analysis for predicting
diagnosis in schizophrenia, but a deeper language-based data-driven investigation of the …
diagnosis in schizophrenia, but a deeper language-based data-driven investigation of the …
[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 …
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 …
[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 …
Construct validity for computational linguistic metrics in individuals at clinical risk for psychosis: associations with clinical ratings
Abstract Language deficits are prevalent in psychotic illness, including its risk states, and are
related to marked impairment in functioning. It is therefore important to characterize …
related to marked impairment in functioning. It is therefore important to characterize …
Objective assessment of social skills using automated language analysis for identification of schizophrenia and bipolar disorder
R Voleti, S Woolridge, JM Liss, M Milanovic… - arXiv preprint arXiv …, 2019 - arxiv.org
Several studies have shown that speech and language features, automatically extracted
from clinical interviews or spontaneous discourse, have diagnostic value for mental …
from clinical interviews or spontaneous discourse, have diagnostic value for mental …
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 …