Mental health disorders—including depression, anxiety, trauma-related, and psychotic
conditions—are pervasive and impairing, representing considerable challenges for both …

Abstract Major Depressive Disorder (MDD) presents considerable challenges to diagnosis
and management due to symptom variability across time. Only recent work has highlighted …

Abstract Major Depressive Disorder (MDD) is a heterogeneous disorder, resulting in
challenges with early detection. However, changes in sleep and movement patterns may …

Background Major depressive disorder (MDD) is a prevalent and devastating psychiatric
illness. Unfortunately, the current therapeutic practice, generally depending on the …

Depression is a growing health and societal problem that has become increasingly
prevalent and burdensome. The detection or diagnosis of depression has been very …

Objective: Chronic pain is known to affect approximately a quarter of the United States
population. Despite the prevalence of chronic pain, current chronic pain measures are often …

Objectives Myalgic encephalomyelitis/chronic fatigue syndrome (ME/CFS) is a significant
medical challenge, with no indisputable pathophysiological mechanism identified to date …

Objective measures, such as activity monitoring, can potentially complement clinical
assessment for psychiatric patients. Alterations in rest–activity patterns are commonly …

Objective Ketamine and esketamine have been used in the field of psychiatry to alleviate
conditions such as major depressive disorder. Our objective was to evaluate the current …

This study introduces the Data Efficient Separable Transformer (DeSepTr) architecture, a
novel framework for Human Activity Recognition (HAR) that utilizes a light-weight computer …