Depression is a common mental health disorder that affects an individual's moods, thought
processes and behaviours negatively, and disrupts one's ability to function optimally. In most …

Users can interact with one another through social networks (SNs) by exchanging
information, delivering comments, finding new information, and engaging in discussions that …

Depression is a disease that can dramatically lower quality of life. Symptoms of depression
can range from temporary sadness to suicide. Embarrassment, shyness, and the stigma of …

Rapid technological advancements are altering people's communication styles. With the
growth of the Internet, social networks (Twitter, Facebook, Telegram, and Instagram) have …

Recent work has shown that classifiers for depression detection often fail to generalize to
new datasets. Most NLP models for this task are built on datasets that use textual reports of a …

Background: Detection of depression gained prominence soon after this troublesome
disease emerged as a serious public health concern worldwide. Objective: This systematic …

Depression is a prevalent and severe mental disorder that often goes undetected and
untreated, particularly in its early stages. However, social media has emerged as a valuable …

Detecting depression from user-generated content on social media platforms has garnered
significant attention due to its potential for the early identification and monitoring of mental …

Depression is a common illness worldwide with potentially severe implications. Early
identification of depressive symptoms is a crucial first step towards assessment, intervention …

Depression is a widespread and intractable problem in modern society, which may lead to
suicide ideation and behavior. Analyzing depression or suicide based on the posts of social …