Association between daily pattern of physical activity and depression: a systematic review
Recent research suggested that daily pattern of physical activity (PA) may have an important
association with depression, but findings are limited and contradictory. Our aim was to …
association with depression, but findings are limited and contradictory. Our aim was to …
[HTML][HTML] Digital biomarkers for depression screening with wearable devices: cross-sectional study with machine learning modeling
Background: Depression is a prevalent mental disorder that is undiagnosed and untreated
in half of all cases. Wearable activity trackers collect fine-grained sensor data characterizing …
in half of all cases. Wearable activity trackers collect fine-grained sensor data characterizing …
Exploring the digital footprint of depression: a PRISMA systematic literature review of the empirical evidence
D Zarate, V Stavropoulos, M Ball, G de Sena Collier… - BMC psychiatry, 2022 - Springer
Background This PRISMA systematic literature review examined the use of digital data
collection methods (including ecological momentary assessment [EMA], experience …
collection methods (including ecological momentary assessment [EMA], experience …
Detecting major depressive disorder presence using passively-collected wearable movement data in a nationally-representative sample
Abstract Major Depressive Disorder (MDD) is a heterogeneous disorder, resulting in
challenges with early detection. However, changes in sleep and movement patterns may …
challenges with early detection. However, changes in sleep and movement patterns may …
[HTML][HTML] Translating the user-avatar bond into depression risk: A preliminary machine learning study
T Brown, TL Burleigh, B Schivinski, S Bennett… - Journal of Psychiatric …, 2024 - Elsevier
Research has shown a link between depression risk and how gamers form relationships
with their in-game figure of representation, called avatar. This is reinforced by literature …
with their in-game figure of representation, called avatar. This is reinforced by literature …
Risk ahead: Actigraphy-based early-warning signals of increases in depressive symptoms during antidepressant discontinuation
Antidepressant discontinuation increases the risk of experiencing depressive symptoms. In a
repeated single-subject design, we tested whether transitions in depression were preceded …
repeated single-subject design, we tested whether transitions in depression were preceded …
Individual-specific change points in circadian rest-activity rhythm and sleep in individuals tapering their antidepressant medication: an actigraphy study
Group-level studies showed associations between depressive symptoms and circadian
rhythm elements, though whether these associations replicate at the within-person level …
rhythm elements, though whether these associations replicate at the within-person level …
Detecting mean changes in experience sampling data in real time: A comparison of univariate and multivariate statistical process control methods.
Detecting early warning signals of developing mood disorders in continuously collected
affective experience sampling (ESM) data would pave the way for timely intervention and …
affective experience sampling (ESM) data would pave the way for timely intervention and …
[HTML][HTML] Subtypes of major depressive disorders and objectively measured physical activity and sedentary behaviors in the community
M Rovero, M Preisig, P Marques-Vidal… - Comprehensive …, 2024 - Elsevier
Background Lack of physical activity (PA) and high sedentary behavior (SB) may enhance
mental health problems, including depression, and are associated with increased mortality …
mental health problems, including depression, and are associated with increased mortality …
Effects of dynamic bedroom lighting on measures of sleep and circadian rest-activity rhythm in inpatients with major depressive disorder
M Canazei, J Weninger, W Pohl, J Marksteiner… - Scientific reports, 2022 - nature.com
Bright light therapy is an effective treatment option for seasonal and non-seasonal affective
disorders. However up to now, no study has investigated effects of dynamic bedroom …
disorders. However up to now, no study has investigated effects of dynamic bedroom …