[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 …
[HTML][HTML] Classification of suicidal ideation severity from Twitter messages using machine learning
P Benjachairat, T Senivongse, N Taephant… - International Journal of …, 2024 - Elsevier
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 …
Prediction of Suicidal Thoughts and Suicide Attempts in People Who Gamble Based on Biological-Psychological-Social Variables: A Machine Learning Study
M Mohajeri, N Towsyfyan, N Tayim, BB Faroji… - Psychiatric …, 2024 - Springer
Recent research has shown that people who gamble are more likely to have suicidal
thoughts and attempts compared to the general population. Despite the advancements …
thoughts and attempts compared to the general population. Despite the advancements …
Homicidality risk prediction based on ecological systems theory in an early adolescent cohort using machine learning
M Li, T Tang, Y He, Y Tong, M Yuan, Y Li… - Journal of Criminal …, 2024 - Elsevier
Purpose Identifying high-risk adolescents prone to homicidality, linked to serious criminal
activities and homicide, offers vital avenues for homicide prevention. Methods This study …
activities and homicide, offers vital avenues for homicide prevention. Methods This study …
Predicting suicidal behavior in individuals with depression over 50 years of age: Evidence from the UK biobank
Objective To construct applicable models suitable for predicting the risk of suicidal behavior
among individuals with depression, particularly on the progression from no history of …
among individuals with depression, particularly on the progression from no history of …
Prediction of suicidal ideation in children and adolescents using machine learning and deep learning algorithm: a case study in South Korea where suicide is the …
Background Korea has the highest suicide rate among Organisation for Economic Co-
operation and Development (OECD) countries. Consequently, central and local …
operation and Development (OECD) countries. Consequently, central and local …
Develo** a risk prediction model for death at first suicide attempt—Identifying risk factors from Thailand's national suicide surveillance system data
S Arunpongpaisal, S Assanangkornchai… - PLoS one, 2024 - journals.plos.org
More than 60% of suicides globally are estimated to take place in low-and middle-income
nations. Prior research on suicide has indicated that over 50% of those who die by suicide …
nations. Prior research on suicide has indicated that over 50% of those who die by suicide …
“I Will Die by My Own Hand”: Understanding the Development of Suicide Capability in the Narratives of Individuals Who Have Attempted Suicide
LT Bayliss, A Lamont-Mills… - Qualitative health …, 2024 - journals.sagepub.com
Suicide capability is a multidimensional concept that facilitates the movement from suicidal
ideation to suicide attempt. The three-step theory of suicide posits that three overarching …
ideation to suicide attempt. The three-step theory of suicide posits that three overarching …
Suicidal Ideation Prediction Using Machine Learning
A Benny, VS Aarsha, A Subair, AP Nair… - … Conference on Circuit …, 2023 - ieeexplore.ieee.org
Suicide has become a leading factor in death globally. The rate of suicides is sharply
increasing with every passing year. It is important to note that suicidal ideation is a complex …
increasing with every passing year. It is important to note that suicidal ideation is a complex …
[HTML][HTML] Development of an AI-Based Suicide Ideation Prediction Model for People with Disabilities
J Han - Life, 2024 - mdpi.com
South Korea has one of the highest suicide rates among countries in the Organisation for
Economic Co-Operation and Development, and the suicide rate among people with …
Economic Co-Operation and Development, and the suicide rate among people with …