Background: Language reflects the state of one's mental health and personal characteristics.
It also reveals preoccupations with a particular schema, thus possibly providing insights into …

Stress is an escalated psycho-physiological state of the human body emerging in response
to a challenging event or a demanding condition. Environmental factors that trigger stress …

Background Modern day's society is engaged in commitment-based and time-bound jobs.
This invites tension and mental depression among many people who are not able to cope …

Background: A panic attack (PA) is an intense form of anxiety accompanied by multiple
somatic presentations, leading to frequent emergency department visits and impairing the …

The early detection or identification of emotional states plays a vital role in today's world,
where the number of internet and social media users are increasing at an unprecedented …

This paper focuses on providing a comprehensive literature review on the application of
machine learning algorithms in the diagnosis of anxiety disorder, treatment response, and …

Depression is a serious debilitating mental disorder affecting people from all ages all over
the world. The number of depression cases increases annually in a continuous way. Due to …

The increasing reliance on mobile health for managing disease conditions has opened a
new frontier in digital health, thus, the need for understanding what constitutes positive and …

Anxiety is the sixth major disorder that arises due to sleeplessness, inspiration, energy,
hunger loss and desperate ideas. This study aims to define the extent of the research carried …

Depression and anxiety are among the leading causes of substantial disability in developing
countries. According to a study of World Health Organization (WHO) South East Region …