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1
Neural Topic Modeling of Psychotherapy Sessions ...
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2
Natural Language Processing Reveals Vulnerable Mental Health Support Groups and Heightened Health Anxiety on Reddit During COVID-19: Observational Study
In: Journal of Medical Internet Research (2020)
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3
Using language processing and speech analysis for the identification of psychosis and other disorders
In: Biol Psychiatry Cogn Neurosci Neuroimaging (2020)
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4
Dreaming during the Covid-19 pandemic: Computational assessment of dream reports reveals mental suffering related to fear of contagion
In: PLoS One (2020)
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5
Identifying signals associated with psychiatric illness utilizing language and images posted to Facebook
In: NPJ Schizophr (2020)
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6
Language as a Biomarker for Psychosis: A Natural Language Processing Approach
In: Schizophr Res (2020)
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7
Natural Language Processing Reveals Vulnerable Mental Health Support Groups and Heightened Health Anxiety on Reddit During COVID-19: Observational Study
In: J Med Internet Res (2020)
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8
Linguistic markers predict onset of Alzheimer's disease
In: EClinicalMedicine (2020)
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9
Detection of acute 3,4-methylenedioxymethamphetamine (MDMA) effects across protocols using automated natural language processing
Agurto, Carla; Cecchi, Guillermo A.; Norel, Raquel. - : Springer International Publishing, 2020
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10
From discourse to pathology: Automatic identification of Parkinson’s disease patients via morphological measures across three languages
In: Cortex (2020)
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11
The history of writing reflects the effects of education on discourse structure: implications for literacy, orality, psychosis and the axial age
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12
Differential 28-Days Cyclic Modulation of Affective Intensity in Female and Male Participants via Social Media
Gallino, Lucila; Carrillo, Facundo; Cecchi, Guillermo A.. - : Frontiers Media S.A., 2019
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13
SPEECH MARKERS FOR CLINICAL ASSESSMENT OF COCAINE USERS
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14
S19. ANALYZING NEGATIVE SYMPTOMS AND LANGUAGE IN YOUTHS AT RISK FOR PSYCHOSIS USING AUTOMATED LANGUAGE ANALYSIS
Stanislawski, Emma; Bilgrami, Zarina; Sarac, Cansu. - : Oxford University Press, 2019
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15
24.2 NATURAL LANGUAGE PROCESSING STUDIES OF PSYCHOSIS AND ITS RISK STATES
Cecchi, Guillermo; Gutierrez, Elkin; Corcoran, Cheryl. - : Oxford University Press, 2019
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16
Prediction of psychosis across protocols and risk cohorts using automated language analysis
Corcoran, Cheryl M.; Carrillo, Facundo; Fernández‐Slezak, Diego. - : John Wiley and Sons Inc., 2018
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17
The maturation of speech structure in psychosis is resistant to formal education
Mota, Natália Bezerra; Sigman, Mariano; Cecchi, Guillermo. - : Nature Publishing Group UK, 2018
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18
Predicting natural language descriptions of mono-molecular odorants
Gutiérrez, E. Darío; Dhurandhar, Amit; Keller, Andreas. - : Nature Publishing Group UK, 2018
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19
The maturation of speech structure in psychosis is resistant to formal education
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20
The ontogeny of discourse structure mimics the development of literature ...
Abstract: Discourse varies with age, education, psychiatric state and historical epoch, but the ontogenetic and cultural dynamics of discourse structure remain to be quantitatively characterized. To this end we investigated word graphs obtained from verbal reports of 200 subjects ages 2-58, and 676 literary texts spanning ~5,000 years. In healthy subjects, lexical diversity, graph size, and long-range recurrence departed from initial near-random levels through a monotonic asymptotic increase across ages, while short-range recurrence showed a corresponding decrease. These changes were explained by education and suggest a hierarchical development of discourse structure: short-range recurrence and lexical diversity stabilize after elementary school, but graph size and long-range recurrence only stabilize after high school. This gradual maturation was blurred in psychotic subjects, who maintained in adulthood a near-random structure. In literature, monotonic asymptotic changes over time were remarkable: While lexical ... : Natalia Bezerra Mota and Sylvia Pinheiro: Equal contribution Sidarta Ribeiro and Mauro Copelli: Corresponding authors ...
Keyword: Computation and Language cs.CL; FOS Biological sciences; FOS Computer and information sciences; FOS Physical sciences; Neurons and Cognition q-bio.NC; Physics and Society physics.soc-ph
URL: https://arxiv.org/abs/1612.09268
https://dx.doi.org/10.48550/arxiv.1612.09268
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