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Speech as a graph: developmental perspectives on the organization of spoken language
Abstract Language has been used as a privileged window to investigate mental processes.
More recently, descriptions of psychopathological symptoms have been analyzed with the …
More recently, descriptions of psychopathological symptoms have been analyzed with the …
A Brazilian bottom-up strategy to address mental health in a diverse population over a large territorial area–an inspiration for the use of digital mental health
Brazil is a continental country with a history of massive immigration waves from around the
world. Consequently, the Brazilian population is rich in ethnic, cultural, and religious …
world. Consequently, the Brazilian population is rich in ethnic, cultural, and religious …
Happy thoughts: What computational assessment of connectedness and emotional words can inform about early stages of psychosis
In recent years, different natural language processing tools measured aspects related to
narratives' structural, semantic, and emotional content. However, there is a need to better …
narratives' structural, semantic, and emotional content. However, there is a need to better …
Reading and writing habits compensate for aging effects in speech connectedness
We investigate the association of short-and long-range recurrences (speech
connectedness) with age, education, and reading and writing habits (RWH) in typical aging …
connectedness) with age, education, and reading and writing habits (RWH) in typical aging …
Cognitive decline assessment using semantic linguistic content and transformer deep learning architecture
Background Dementia is a cognitive decline that leads to the progressive deterioration of an
individual's ability to perform daily activities independently. As a result, a considerable …
individual's ability to perform daily activities independently. As a result, a considerable …
Comparing global and local semantic coherence of spontaneous speech in persons with Alzheimer's disease and healthy controls
There is growing evidence that corpus-based computational tools are useful in identifying
changes in speech that appear to accompany cognitive decline in Alzheimer's disease (AD) …
changes in speech that appear to accompany cognitive decline in Alzheimer's disease (AD) …
Understanding mental health through computers: An introduction to computational psychiatry
JC Castro Martínez, H Santamaría-García - Frontiers in Psychiatry, 2023 - frontiersin.org
Computational psychiatry recently established itself as a new tool in the study of mental
disorders and problems. Integration of different levels of analysis is creating computational …
disorders and problems. Integration of different levels of analysis is creating computational …
LSD and language: Decreased structural connectivity, increased semantic similarity, changed vocabulary in healthy individuals
Abstract Language has been explored as a window into the mind. Psychedelics, known to
affect perception and cognition, seem to change language, but a systematic, time-dependent …
affect perception and cognition, seem to change language, but a systematic, time-dependent …
Who does what to whom? graph representations of action-predication in speech relate to psychopathological dimensions of psychosis
Graphical representations of speech generate powerful computational measures related to
psychosis. Previous studies have mostly relied on structural relations between words as the …
psychosis. Previous studies have mostly relied on structural relations between words as the …
[HTML][HTML] Predicting scores on the mini-mental state examination (MMSE) from spontaneous speech
AM Bueno-Cayo, M del Rio Carmona… - Behavioral …, 2022 - mdpi.com
The aim of this study was to examine the relationship between language components, such
as lexical density, length, and content in terms of “Time, Space and Action”, with MMSE …
as lexical density, length, and content in terms of “Time, Space and Action”, with MMSE …