Feature extraction in motor activity signal: Towards a depression episodes detection in unipolar and bipolar patients
LA Zanella-Calzada, CE Galván-Tejada… - Diagnostics, 2019 - mdpi.com
Depression is a mental disorder characterized by recurrent sadness and loss of interest in
the enjoyment of the positive aspects of life, in addition to fatigue, causing inability to perform …
the enjoyment of the positive aspects of life, in addition to fatigue, causing inability to perform …
Predicting Depressive Behavior with Monitoring Activity Data Using Machine Learning and Feature Selection Approaches
Depression is a common mental health disorder. It significantly affects millions of people's
daily lives all around the world. Despite the high incidence of depression and limited …
daily lives all around the world. Despite the high incidence of depression and limited …
Analysis of Depression Disorder with Motor Activity Time-Series Data Using Machine Learning and Deep Learning
G Kalyani, M Suneetha, B Janakiramaiah… - … Methods in Psychiatry, 2023 - Springer
The future of the healthcare system is being altered by new technology developments.
Depression is a neurological condition that can cause significant emotional suffering. The …
Depression is a neurological condition that can cause significant emotional suffering. The …