[HTML][HTML] Relationship between major depression symptom severity and sleep collected using a wristband wearable device: multicenter longitudinal observational …

Y Zhang, AA Folarin, S Sun, N Cummins… - JMIR mHealth and …, 2021 - mhealth.jmir.org
Background Sleep problems tend to vary according to the course of the disorder in
individuals with mental health problems. Research in mental health has associated sleep …

Antidepressants and circadian rhythm: exploring their bidirectional interaction for the treatment of depression

S Silva, J Bicker, A Falcão, A Fortuna - Pharmaceutics, 2021 - mdpi.com
Scientific evidence that circadian rhythms affect pharmacokinetics and pharmacodynamics
has highlighted the importance of drug dosing-time. Circadian oscillations alter drug …

Diurnal mood variation in depression: a signal of disturbed circadian function?

G Murray - Journal of affective disorders, 2007 - Elsevier
BACKGROUND: Diurnal variation in mood is a prominent symptom of depression, and is
typically experienced as positive mood variation (PMV—mood being worse upon waking …

[HTML][HTML] Personalized machine learning of depressed mood using wearables

RV Shah, G Grennan, M Zafar-Khan, F Alim… - Translational …, 2021 - nature.com
Depression is a multifaceted illness with large interindividual variability in clinical response
to treatment. In the era of digital medicine and precision therapeutics, new personalized …

Digital health tools for the passive monitoring of depression: a systematic review of methods

V De Angel, S Lewis, K White, C Oetzmann… - NPJ digital …, 2022 - nature.com
The use of digital tools to measure physiological and behavioural variables of potential
relevance to mental health is a growing field sitting at the intersection between computer …

Differential temporal utility of passively sensed smartphone features for depression and anxiety symptom prediction: a longitudinal cohort study

CA Stamatis, J Meyerhoff, Y Meng, ZCC Lin… - npj Mental Health …, 2024 - nature.com
While studies show links between smartphone data and affective symptoms, we lack clarity
on the temporal scale, specificity (eg, to depression vs. anxiety), and person-specific (vs …

Circadian dimension and severity of depression

P Courtet, E Olié - European Neuropsychopharmacology, 2012 - Elsevier
The cyclic nature of depressive illness, disturbance of diurnal mood variations, and
disturbed sleep–wake and physiological rhythms all suggest that dysfunction of the …

Circadian rhythm disturbances in depression

A Germain, DJ Kupfer - Human Psychopharmacology: Clinical …, 2008 - Wiley Online Library
Objective The aim of this article is to review progress in understanding the mechanisms that
underlie circadian and sleep rhythms, and their role in the pathogenesis and treatment of …

Monitoring changes in depression severity using wearable and mobile sensors

P Pedrelli, S Fedor, A Ghandeharioun, E Howe… - Frontiers in …, 2020 - frontiersin.org
Background: While preliminary evidence suggests that sensors may be employed to detect
presence of low mood it is still unclear whether they can be leveraged for measuring …

Heart rate variability as a biomarker of anxious depression response to antidepressant medication

K Kircanski, LM Williams, IH Gotlib - Depression and anxiety, 2019 - Wiley Online Library
Background There is a need to identify biomarkers of treatment outcomes for major
depressive disorder (MDD) that can be disseminated. We investigated the predictive utility of …