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 …
Dissecting the neurobiology of linguistic disorganisation and impoverishment in schizophrenia
L Palaniyappan - Seminars in cell & developmental biology, 2022 - Elsevier
Schizophrenia provides a quintessential disease model of how disturbances in the
molecular mechanisms of neurodevelopment lead to disruptions in the emergence of …
molecular mechanisms of neurodevelopment lead to disruptions in the emergence of …
Natural language processing methods are sensitive to sub-clinical linguistic differences in schizophrenia spectrum disorders
Computerized natural language processing (NLP) allows for objective and sensitive
detection of speech disturbance, a hallmark of schizophrenia spectrum disorders (SSD). We …
detection of speech disturbance, a hallmark of schizophrenia spectrum disorders (SSD). We …
[HTML][HTML] Quantified language connectedness in schizophrenia-spectrum disorders
Abstract Language abnormalities are a core symptom of schizophrenia-spectrum disorders
and could serve as a potential diagnostic marker. Natural language processing enables …
and could serve as a potential diagnostic marker. Natural language processing enables …
Acoustic speech markers for schizophrenia-spectrum disorders: a diagnostic and symptom-recognition tool
Background Clinicians routinely use impressions of speech as an element of mental status
examination. In schizophrenia-spectrum disorders, descriptions of speech are used to …
examination. In schizophrenia-spectrum disorders, descriptions of speech are used to …
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 …
meaning analysis that relies on how words occur together in natural language. This offers a …
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 …
Syntactic complexity of spoken language in the diagnosis of schizophrenia: A probabilistic Bayes network model
AM Silva, R Limongi, M MacKinley, SD Ford… - Schizophrenia …, 2023 - Elsevier
In the clinical linguistics of schizophrenia, syntactic complexity has received much attention.
In this study, we address whether syntactic complexity deteriorates within the six months …
In this study, we address whether syntactic complexity deteriorates within the six months …
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 …
Syntactic complexity and diversity of spontaneous speech production in schizophrenia spectrum and major depressive disorders
Abstract Syntax, the grammatical structure of sentences, is a fundamental aspect of
language. It remains debated whether reduced syntactic complexity is unique to …
language. It remains debated whether reduced syntactic complexity is unique to …