Heart rate variability in psychology: A review of HRV indices and an analysis tutorial
The use of heart rate variability (HRV) in research has been greatly popularized over the
past decades due to the ease and affordability of HRV collection, coupled with its clinical …
past decades due to the ease and affordability of HRV collection, coupled with its clinical …
[HTML][HTML] Mental health monitoring with multimodal sensing and machine learning: A survey
Personal and ubiquitous sensing technologies such as smartphones have allowed the
continuous collection of data in an unobtrusive manner. Machine learning methods have …
continuous collection of data in an unobtrusive manner. Machine learning methods have …
[PDF][PDF] Autonomic nervous system dysfunction in psychiatric disorders and the impact of psychotropic medications: a systematic review and meta-analysis
Background: Autonomic nervous system (ANS) dysfunction is a putative underlying
mechanism for increased cardiovascular disease risk in individuals with psychiatric …
mechanism for increased cardiovascular disease risk in individuals with psychiatric …
Heart rate variability in bipolar disorder: A systematic review and meta-analysis
M Faurholt-Jepsen, LV Kessing, K Munkholm - … & Biobehavioral Reviews, 2017 - Elsevier
Background Heart rate variability (HRV) has been suggested reduced in bipolar disorder
(BD) compared with healthy individuals (HC). This meta-analysis investigated: HRV …
(BD) compared with healthy individuals (HC). This meta-analysis investigated: HRV …
A literature review of heart rate variability in depressive and bipolar disorders
D Bassett - Australian & New Zealand Journal of Psychiatry, 2016 - journals.sagepub.com
Objective: Autonomic nervous system dysfunction has the potential to adversely impact
general medical health and is known to exist in a number of psychiatric disorders. It reflects …
general medical health and is known to exist in a number of psychiatric disorders. It reflects …
Applying machine learning in motor activity time series of depressed bipolar and unipolar patients compared to healthy controls
Current practice of assessing mood episodes in affective disorders largely depends on
subjective observations combined with semi-structured clinical rating scales. Motor activity is …
subjective observations combined with semi-structured clinical rating scales. Motor activity is …
Heart rate variability and suicidal behavior
Identification of biological indicators of suicide risk is important given advantages of
biomarker-based models. Decreased high frequency heart rate variability (HF HRV) may be …
biomarker-based models. Decreased high frequency heart rate variability (HF HRV) may be …
Mhdeep: Mental health disorder detection system based on wearable sensors and artificial neural networks
Mental health problems impact the quality of life of millions of people around the world.
However, diagnosis of mental health disorders is a challenging problem that often relies on …
However, diagnosis of mental health disorders is a challenging problem that often relies on …
Compassion focused group therapy for people with a diagnosis of bipolar affective disorder: A feasibility study
Background Compassion focused therapy (CFT) is an evolutionary informed,
biopsychosocial approach to mental health problems and therapy. It suggests that evolved …
biopsychosocial approach to mental health problems and therapy. It suggests that evolved …
Reduced heart rate variability is associated with higher illness burden in bipolar disorder
Background Bipolar disorder (BD) is associated with premature death and ischemic heart
disease is the main cause of excess mortality. Heart rate variability (HRV) predicts mortality …
disease is the main cause of excess mortality. Heart rate variability (HRV) predicts mortality …