The social media psyche: Modeling mental disturbance in the digital age

M Garg - The Software Principles of Design for Data Modeling, 2023 - igi-global.com
Amid the pandemic, people express the cause and consequences of their mental
disturbance on social media platforms with ease. The causal analysis through cause …

[HTML][HTML] Machine learning as the new approach to understand biomarkers of suicidal behavior

AV Paska, K Kouter - Bosnian journal of basic medical sciences, 2021 - ncbi.nlm.nih.gov
Compared to other medical fields, the situation in psychiatry is particularly lacking in terms of
identification of biological markers that can complement current clinical interviews. Such …

[HTML][HTML] Comparing suicide risk insights derived from clinical and social media data

RK Thiruvalluru, M Gaur, K Thirunarayan… - AMIA Summits on …, 2021 - ncbi.nlm.nih.gov
Suicide is the 10 th leading cause of death in the US and the 2 nd leading cause of death
among teenagers. Clinical and psychosocial factors contribute to suicide risk (SRFs) …

[HTML][HTML] Emerging themes and research frontiers in suicide prediction: a scientometric analysis

K Abraham, KR Anish, G Toms, J Babu - Cureus, 2024 - ncbi.nlm.nih.gov
Suicide remains a critical global health issue despite advancements in mental health
treatment. The purpose of this analysis is to emphasize the development, patterns, and …

Prediction of human suicidal tendency based on social media using recurrent neural networks through lstm

R Kancharapu, A SriNagesh… - 2022 International …, 2022 - ieeexplore.ieee.org
Suicida1 Tendency Prediction utilizing data from Social Media is a recent factor that
influences suicide-related event behavior. Suicide is the world's eleventh leading cause of …

Suicidal behaviour screening using machine learning techniques

AB Gandhi, D Prasad, UK Lilhore… - International …, 2023 - inderscienceonline.com
In a fast-growing world, patients of anxiety and depression are more vulnerable to attempt
an obnoxious step like suicide. Therefore periodic screening of these patients can be done …

CapsF: Capsule Fusion for Extracting psychiatric stressors for suicide from twitter

MA Dadgostarnia, R Mousa, S Hesaraki - arXiv preprint arXiv:2403.15391, 2024 - arxiv.org
Along with factors such as cancer, blood pressure, street accidents and stroke, suicide has
been one of Iran main causes of death. One of the main reasons for suicide is psychological …

The hidden depths of suicidal discourse: Network analysis and natural language processing unmask uncensored expression

D Lekkas, NC Jacobson - Digital health, 2023 - journals.sagepub.com
Background The socially unattractive and stigmatizing nature of suicidal thought and
behavior (STB) makes it especially susceptible to censorship across most modern digital …

Predicting and Avoiding Dog Barking Behaviour through Deep Learning

R Sinnott - Proceedings of the 2024 Australasian Computer …, 2024 - dl.acm.org
Excessive and intense barking can be a problem for dog owners and households more
generally. Dogs can react to (be triggered by) a wide range of environmental noises and …

Predicting depression and suicide ideation in the Canadian population using social media data

R Skaik - 2021 - ruor.uottawa.ca
The economic burden of mental illness costs Canada billions of dollars every year. Millions
of people suffer from mental illness, and only a fraction receives adequate treatment …