Mental illnesses, such as depression, are highly prevalent and have been shown to impact
an individual's physical health. Recently, artificial intelligence (AI) methods have been …

Background Bias-prone psychiatric interviews remain the mainstay of bipolar disorder (BD)
assessment. The development of digital phenotyping promises to improve BD management …

Abstract Purpose of Review Digital phenotyping involves the quantification of in situ
phenotypes using personal digital devices and holds the potential to dramatically reshape …

In this paper, a deep learning approach is introduced to detect pathological voice disorders
from continuous speech. Speech as bio-signal is getting more and more attention as a …

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 …

Depression is a mental disorder that affects hundreds of millions of people worldwide, with
potentially serious consequences if left without treatment. Despite that, many people still …

In the clinical diagnosis of mood disorder, a large proportion of patients with bipolar disorder
(BD) are misdiagnosed as having unipolar depression (UD). Generally, long-term tracking is …

Bipolar disorder is a mental ailment caused by maximal mood swings with emotional highs
and lows. Nowadays, this has become the most common abnormality related to mental …

In clinical diagnosis of mood disorder, depression is one of the most common psychiatric
disorders. There are two major types of mood disorders: major depressive disorder (MDD) …

In clinical diagnosis of mood disorder, a large portion of bipolar disorder patients (BDs) are
misdiagnosed as unipolar depression (UDs). Clinicians have confirmed that BDs generally …