Psychosocial alterations during the COVID-19 pandemic and the global burden of anxiety and major depressive disorders in adolescents, 1990–2021: challenges in …
Background The coronavirus disease 2019 (COVID-19) pandemic, a global health crisis,
profoundly impacted all aspects of daily life. Adolescence, a pivotal stage of psychological …
profoundly impacted all aspects of daily life. Adolescence, a pivotal stage of psychological …
Global public concern of childhood and adolescence suicide: a new perspective and new strategies for suicide prevention in the post-pandemic era
Background Suicide is the second leading cause of death in young people worldwide and is
responsible for about 52,000 deaths annually in children and adolescents aged 5–19 years …
responsible for about 52,000 deaths annually in children and adolescents aged 5–19 years …
National trends in depression and suicide attempts and COVID-19 pandemic-related factors, 1998–2021: A nationwide study in South Korea
Background Despite the significant psychiatric effects of the COVID-19 pandemic, there's
limited data on the prevalence and risk factors of depression and suicide attempts among …
limited data on the prevalence and risk factors of depression and suicide attempts among …
[HTML][HTML] Machine Learning–Based Prediction of Suicidality in Adolescents With Allergic Rhinitis: Derivation and Validation in 2 Independent Nationwide Cohorts
Background Given the additional risk of suicide-related behaviors in adolescents with
allergic rhinitis (AR), it is important to use the growing field of machine learning (ML) to …
allergic rhinitis (AR), it is important to use the growing field of machine learning (ML) to …
Artificial Intelligence-based Suicide Prevention and Prediction: A Systematic Review (2019-2023)
Suicide is a major global public health concern, and the application of artificial intelligence
(AI) methods, such as natural language processing (NLP), machine learning (ML), and deep …
(AI) methods, such as natural language processing (NLP), machine learning (ML), and deep …
[HTML][HTML] Machine Learning–Based Prediction for Incident Hypertension Based on Regular Health Checkup Data: Derivation and Validation in 2 Independent …
Background Worldwide, cardiovascular diseases are the primary cause of death, with
hypertension as a key contributor. In 2019, cardiovascular diseases led to 17.9 million …
hypertension as a key contributor. In 2019, cardiovascular diseases led to 17.9 million …
Machine learning-based model to predict delirium in patients with advanced cancer treated with palliative care: a multicenter, patient-based registry cohort
This study aimed to present a new approach to predict to delirium admitted to the acute
palliative care unit. To achieve this, this study employed machine learning model to predict …
palliative care unit. To achieve this, this study employed machine learning model to predict …
[HTML][HTML] Machine Learning–Based Prediction of Suicidal Thinking in Adolescents by Derivation and Validation in 3 Independent Worldwide Cohorts: Algorithm …
Background Suicide is the second-leading cause of death among adolescents and is
associated with clusters of suicides. Despite numerous studies on this preventable cause of …
associated with clusters of suicides. Despite numerous studies on this preventable cause of …
[HTML][HTML] Evaluating predictive artificial intelligence approaches used in mobile health platforms to forecast mental health symptoms among youth: a systematic review
J Patel, C Hung, TR Katapally - Psychiatry Research, 2024 - Elsevier
The youth mental health crisis is exacerbated by limited access to care and resources.
Mobile health (mHealth) platforms using predictive artificial intelligence (AI) can improve …
Mobile health (mHealth) platforms using predictive artificial intelligence (AI) can improve …
Anticipating influential factors on suicide outcomes through machine learning techniques: Insights from a suicide registration program in western Iran
Suicide is a global public health concern, with increasing rates observed in various regions,
including Iran. This study focuses on the province of Hamadan, Iran, where suicide rates …
including Iran. This study focuses on the province of Hamadan, Iran, where suicide rates …