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[HTML][HTML] Linguistic features of suicidal thoughts and behaviors: A systematic review
Abstract Language is a potential source of predictors for suicidal thoughts and behaviors
(STBs), as changes in speech characteristics, communication habits, and word choice may …
(STBs), as changes in speech characteristics, communication habits, and word choice may …
Using natural language processing to analyse text data in behavioural science
Abstract Language is a uniquely human trait at the core of human interactions. The
language people use often reflects their personality, intentions and state of mind. With the …
language people use often reflects their personality, intentions and state of mind. With the …
ADscreen: A speech processing-based screening system for automatic identification of patients with Alzheimer's disease and related dementia
Alzheimer's disease and related dementias (ADRD) present a looming public health crisis,
affecting roughly 5 million people and 11% of older adults in the United States. Despite …
affecting roughly 5 million people and 11% of older adults in the United States. Despite …
Prospective associations of text‐message‐based sentiment with symptoms of depression, generalized anxiety, and social anxiety
Objective Language patterns may elucidate mechanisms of mental health conditions. To
inform underlying theory and risk models, we evaluated prospective associations between in …
inform underlying theory and risk models, we evaluated prospective associations between in …
Using language in social media posts to study the network dynamics of depression longitudinally
Network theory of mental illness posits that causal interactions between symptoms give rise
to mental health disorders. Increasing evidence suggests that depression network …
to mental health disorders. Increasing evidence suggests that depression network …
Do words matter? Detecting social isolation and loneliness in older adults using natural language processing
Introduction: Social isolation and loneliness (SI/L) are growing problems with serious health
implications for older adults, especially in light of the COVID-19 pandemic. We examined …
implications for older adults, especially in light of the COVID-19 pandemic. We examined …
[HTML][HTML] Using HIPAA (health insurance portability and accountability act)–compliant transcription services for virtual psychiatric interviews: Pilot comparison study
Background Automatic speech recognition (ASR) technology is increasingly being used for
transcription in clinical contexts. Although there are numerous transcription services using …
transcription in clinical contexts. Although there are numerous transcription services using …
[HTML][HTML] Classification of suicidal ideation severity from Twitter messages using machine learning
Depression has become a major mental health problem in Thailand and can lead to suicidal
ideation. As suicidal ideation may vary in intensity and lead to suicide attempts, early …
ideation. As suicidal ideation may vary in intensity and lead to suicide attempts, early …
Linguistic correlates of suicidal ideation in youth at clinical high-risk for psychosis
Suicidal ideation (SI) is prevalent among individuals at clinical high-risk for psychosis
(CHR). Natural language processing (NLP) provides an efficient method to identify linguistic …
(CHR). Natural language processing (NLP) provides an efficient method to identify linguistic …
Toward linguistic recognition of generalized anxiety disorder
Background Generalized anxiety disorder (GAD) refers to extreme, uncontrollable, and
persistent worry and anxiety. The disorder is known to affect the social functioning and well …
persistent worry and anxiety. The disorder is known to affect the social functioning and well …