Background: Artificial intelligence (AI) is giving rise to a revolution in medicine and health
care. Mental health conditions are highly prevalent in many countries, and the COVID-19 …

Abstract Heart Rate Variability (HRV) is a good predictor of human health because the heart
rhythm is modulated by a wide range of physiological processes. This statement embodies …

Depression is a mental illness that may be harmful to an individual's health. The detection of
mental health disorders in the early stages and a precise diagnosis are critical to avoid …

Background In this modern era, depression is one of the most prevalent mental disorders
from which millions of individuals are affected today. The symptoms of depression are …

Although sleep and emotional processes are recognized as mutually dependent, the causal
impact of emotions on sleep has been comparatively neglected. To appraise evidence for …

There is an urgent need to detect depression using a non-intrusive approach that is reliable
and accurate. In this paper, a simple and efficient unimodal depression detection approach …

Depression is a major depressive disorder characterized by persistent sadness and a sense
of worthlessness, as well as a loss of interest in pleasurable activities, which leads to a …

This paper presents a model to predict the risk of depression based on electrocardiogram
(ECG). This proposed model uses a Recurrent Neural Network (RNN) and Long Short‐Term …

Purpose Depression is a common mental illness worldwide and has become an important
public health problem. The current clinical diagnosis of depression mainly relies on the …

Mental illnesses such as clinical and major depression have taken its toll on the global
burden of disease, leading to unprecedented cases worldwide. Commonly, the diagnostic …