Depression detection for twitter users using sentiment analysis in English and Arabic tweets

AM Helmy, R Nassar, N Ramdan - Artificial intelligence in medicine, 2024 - Elsevier
Since depression often results in suicidal thoughts and leaves a person severely disabled
daily, there is an elevated risk of premature mortality due to mental problems caused by …

A multiclass depression detection in social media based on sentiment analysis

RU Mustafa, N Ashraf, FS Ahmed, J Ferzund… - … New Generations (ITNG …, 2020 - Springer
Depression is a common mental health disorder. Despite its high prevalence, the only way
of diagnosing depression is through self-reporting. However, 70% of the patients would not …

Depression detection through identifying depressive Arabic tweets from Saudi Arabia: machine learning approach

N Al-Musallam, M Al-Abdullatif - 2022 Fifth National Conference …, 2022 - ieeexplore.ieee.org
Depression is a mental illness that affects a person's feelings and causes them to be
negative. According to the WHO (World Health Organization), 280 million people suffer from …

A neural network based hybrid model for depression detection in twitter

B Verma, S Gupta, L Goel - Advances in Computing and Data Sciences …, 2020 - Springer
Depression is a serious mental illness that leads to social disengagement, affects an
individual's professional and personal life. Several studies and research programs are …

[PDF][PDF] Feature based depression detection from twitter data using machine learning techniques

P Kumar, P Samanta, S Dutta, M Chatterjee… - Journal of Scientific …, 2022 - academia.edu
The statistics presented by the World Health Organization attribute depression to be a
primary cause of concern globally, leading to suicide in the majority of the cases if left …

Depression detection on social media using text mining

S Dessai, SS Usgaonkar - 2022 3rd International Conference …, 2022 - ieeexplore.ieee.org
Depression is regarded as the major cause of disability and a leading cause of suicide.
Social media has recently risen to prominence as a leading means of disseminating …

[PDF][PDF] Twitter Arabic Sentiment Analysis to Detect Depression Using Machine Learning.

DA Musleh, TA Alkhales, RA Almakki… - … , Materials & Continua, 2022 - academia.edu
Depression has been a major global concern for a long time, with the disease affecting
aspects of many people's daily lives, such as their moods, eating habits, and social …

Hybrid machine learning models to detect signs of depression

S Khan, S Alqahtani - Multimedia Tools and Applications, 2024 - Springer
Depression is a prevalent mental illness that can only be diagnosed through self-reporting.
Unfortunately, 70% of individuals do not seek medical help in the early stages of depression …

Depression Detection In Arabic Tweets Using Deep Learning

SH Aldhafer, M Yakhlef - 2022 6th International Conference on …, 2022 - ieeexplore.ieee.org
In today's globalizing world, depression has become a serious mental problem that effects a
great number of people. Substantial efforts have been conducted by countries and health …

[PDF][PDF] Depression detection on social media network (Twitter) using sentiment analysis

SJ Pachouly, G Raut, K Bute, R Tambe… - Int. Res. J. Eng …, 2021 - academia.edu
Depression as a disorder has been an excellent concern in our society and has been
continuously a hot topic for researchers in the world. Despite the massive quantity of …