The DynAMoND study (Dynamics of Affect Modulation in Neurodevelopmental Disorders) is an international research project investigating how affect dynamics differ across ADHD, bipolar disorder, borderline personality disorder, and healthy controls. It follows over 400 participants at study centers in Bergen, Frankfurt, Geneva, Barcelona and Brescia for one year. The study uses innovative methods such as digital phenotyping, smartphone‑based e-diaries, and accelerometry across this large cohort to capture affective patterns over time.
This repository contains code for data processing, analysis and visualization, written in Julia. It is intended to serve as a non-ambiguous documentation of our approach and as a starting point or reference for future studies in this research area. Each folder in this repository corresponds to a project or article.
In this subproject, also called Rainy Days – Cloudy Mind, researchers from Bergen are investigating the relationships between mood, weather, physical activity and sleep using the rich e-diary, mobile sensing and accelerometry data available in the DynAMoND study.
Funded by the Deutsche Forschungsgemeinschaft (DFG, German Research Foundation) – GRK2739/2 – Project Nr. 447089431 – Research Training Group: KD²School – Designing Biosignal-Adaptive Systems for Decision-Making Processes
Funded by the ERA‑Net NEURON framework through the Joint Transnational Call JTC2021 – Neurodevelopmental Disorders