Building a suicidal text detection model and mental health chatbot with deep learning models and transformers.

hotline resources for transgender people

This is an implementation of the attention-based hybrid architecture (Ghosh et al, 2023) for suicide/depressive social media notes detection.

Predicting suicidal ideation on Reddit using machine learning and DistillBERT

To categorize tweets according to the severity level of suicidal intentions expressed in tweets’ text.

Statistical analysis to identify the key factors that attribute to the progression of depressive symptoms

UEDU: Mental health distress signal detection in student writing using psycholinguistic NLP. 40 features, XGBoost, Glass Box explainable engine. 100% local, no cloud AI needed.

Social Media platform such as Twitter is mined to obtain data regarding Suicidal Instincts (modules can extended to any other data mining application)

Repository for Data Mining Approach to the Detection of Suicide in Social Media: A Case Study of Singapore

Cove brings all critical information into one location for ease of access when experiencing a suicidal crisis. This digital version of a safety plan is accessible online and offline, leveraging Angular for its front-end and a serverless AWS Amplify backend.

Windows Suicide Prevention Protocol, to stop you or anyone from suicides or act as a parental control

diving by 20

Detection of phrases in Spanish with a suicidal tendency in social networks

Kaylee Kares is a non-profit aiming to help suicide preventions organizations, schools across the U.S., among other community programs - made in memory of Kaylee Paris, who tragically committed suicide on April 16, 2025.

Data augmentation and supervised learning methods for trauma-related dissociation.

A comparison of three discriminative machine learning models (Logistic Regression, Long Short-term Memory, Transfoermer) to determine which is best suited for suicide ideation detection

Creating a classifier that can detect suicidal intent based on dataset from Kaggle where reddit posts from r/SuicideWatch and r/Depression has been gathered (IN PROGRESS)

A in depth view of country development indicators and the impact of these features against suicide rates and happiness scores worldwide.