The process of monitoring mental health has relied on methods, such as invasive sensing
and self-reporting. The use of these methods has been limited because of the invasiveness …

Mood disorders, including unipolar depression (UD) and bipolar disorder (BD), have
become some of the commonest mental health disorders. The absence of diagnostic …

In early stages, patients with bipolar disorder are often diagnosed as having unipolar
depression in mood disorder diagnosis. Because the long-term monitoring is limited by the …

Computers can get insight into the user's mental state, including depression prediction, by
analyzing speech signals. Numerous uses exist, ranging from customer service to …

Wireless Body Area Networks consist of low power lightweight wearable and/or implantable
sensor nodes that are often placed remotely for applications like ubiquitous health care …

Depression is a worldwide problem, which according to the World Health Organization, is
the largest contributor to global disability. According to a study, around 18336 Malaysians …

The most common psychiatric disorder is Clinical Depression. More than fifteen percent of
people undergo an incident of major depression sometime during their life. There is an …

Disabled people in the United States are surrounded, defined, and, to some degree,
controlled by data, technology, and information—from medical technology and therapies to …

In this research paper to classifying Depression detection People datasets using a deep
neural network model, namely, Smart model for Depression detection (SMDD) is proposed …

Prediction of depression manually is a time consuming process. Apps and chat boxes with
cognitive capabilities can recognize the mental state of a person. This project proposes a …