Predicting symptoms of depression and anxiety using smartphone and wearable data

I Moshe, Y Terhorst, K Opoku Asare, LB Sander… - Frontiers in …, 2021 - frontiersin.org
Background: Depression and anxiety are leading causes of disability worldwide but often
remain undetected and untreated. Smartphone and wearable devices may offer a unique …

Using ambulatory assessment to measure dynamic risk processes in affective disorders

JP Stange, EM Kleiman, RJ Mermelstein… - Journal of Affective …, 2019 - Elsevier
Background Rapid advances in the capability and affordability of digital technology have
begun to allow for the intensive monitoring of psychological and physiological processes …

Privacy-preserving federated depression detection from multisource mobile health data

X Xu, H Peng, MZA Bhuiyan, Z Hao… - IEEE transactions on …, 2021 - ieeexplore.ieee.org
Depression is one of the most common mental illnesses, and the symptoms shown by
patients are different, making it difficult to diagnose in the process of clinical practice and …

Fedmood: Federated learning on mobile health data for mood detection

X Xu, H Peng, L Sun, MZA Bhuiyan, L Liu… - arXiv preprint arXiv …, 2021 - arxiv.org
Depression is one of the most common mental illness problems, and the symptoms shown
by patients are not consistent, making it difficult to diagnose in the process of clinical practice …

Integrating dynamic psychophysiological indices across time and contexts: Elucidating mechanisms, risk markers, and intervention targets

JP Stange - Psychophysiology, 2024 - Wiley Online Library
Why should researchers measure psychophysiological processes repeatedly over time?
The study of psychophysiology inherently involves sampling biological processes as they …

[图书][B] Verstehende Kooperation: Herausforderungen für Soziologie und Evolutionsforschung im Anthropozän

L Pries - 2023 - library.oapen.org
Abstract Das Zusammenleben der Menschen entwickelte sich weniger durch natürliche
Selektion als durch kulturelles Lernen und verstehende Kooperation. Wie wir die …

Naturalistic smartphone keyboard typing reflects processing speed and executive function

MK Ross, AP Demos, J Zulueta, A Piscitello… - Brain and …, 2021 - Wiley Online Library
Objective The increase in smartphone usage has enabled the possibility of more accessible
ways to conduct neuropsychological evaluations. The objective of this study was to …

[HTML][HTML] Digitale Phänotypisierung in der Psychologie–ein Quantensprung in der psychologischen Forschung?

H Baumeister, P Garatva, R Pryss… - Psychologische …, 2022 - econtent.hogrefe.com
Digitale Phänotypisierung stellt einen neuen, leistungsstarken Ansatz zur Realisierung
psychodiagnostischer Aufgaben in vielen Bereichen der Psychologie und Medizin dar. Die …

A systems biology approach to the digital behaviorome

H Rashidisabet, PJ Thomas, O Ajilore, J Zulueta… - Current Opinion in …, 2020 - Elsevier
This review article summarizes how emerging connected technologies (eg, smartphones
and wearables) may provide novel avenues to understand an individual's behavior through …

Revisiting power-law estimation with applications to real-world human typing dynamics

H Rashidisabet, O Ajilore, A Leow… - Physica A: Statistical …, 2022 - Elsevier
Ubiquitous use of smartphones has significantly shaped interpersonal communications in
modern life, in particular interactions via text messaging. To study the underlying dynamics …