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Linguistic findings in persons with schizophrenia—A review of the current literature
Introduction Alterations of verbalized thought occur frequently in psychotic disorders. We
characterize linguistic findings in individuals with schizophrenia based on the current …
characterize linguistic findings in individuals with schizophrenia based on the current …
Natural language processing and psychosis: on the need for comprehensive psychometric evaluation
Abstract Background and Hypothesis Despite decades of “proof of concept” findings
supporting the use of Natural Language Processing (NLP) in psychosis research, clinical …
supporting the use of Natural Language Processing (NLP) in psychosis research, clinical …
[HTML][HTML] Speech disturbances in schizophrenia: Assessing cross-linguistic generalizability of NLP automated measures of coherence
Introduction Language disorders–disorganized and incoherent speech in particular-are
distinctive features of schizophrenia. Natural language processing (NLP) offers automated …
distinctive features of schizophrenia. Natural language processing (NLP) offers automated …
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 …
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 …
Computational analysis of linguistic features in speech samples of first-episode bipolar disorder and psychosis
Background In recent years, automated analyses using novel NLP methods have been used
to investigate language abnormalities in schizophrenia. In contrast, only a few studies used …
to investigate language abnormalities in schizophrenia. In contrast, only a few studies used …
[HTML][HTML] Navigating the semantic space: Unraveling the structure of meaning in psychosis using different computational language models
Speech in psychosis has long been ascribed as involving 'loosening of associations'. We
pursued the aim to elucidate its underlying cognitive mechanisms by analysing picture …
pursued the aim to elucidate its underlying cognitive mechanisms by analysing picture …
[HTML][HTML] Combining automatic speech recognition with semantic natural language processing in schizophrenia
Natural language processing (NLP) tools are increasingly used to quantify semantic
anomalies in schizophrenia. Automatic speech recognition (ASR) technology, if robust …
anomalies in schizophrenia. Automatic speech recognition (ASR) technology, if robust …
Natural language processing for defining linguistic features in schizophrenia: A sample from Turkish speakers
Natural language processing (NLP) provides fast and accurate extraction of features related
to the language of schizophrenia. We utilized NLP methods to test the hypothesis that …
to the language of schizophrenia. We utilized NLP methods to test the hypothesis that …
Automated linguistic analysis in speech samples of Turkish-speaking patients with schizophrenia-spectrum disorders
Modern natural language processing (NLP) methods provide ways to objectively quantify
language disturbances for potential use in diagnostic classification. We performed …
language disturbances for potential use in diagnostic classification. We performed …