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A01 - Longitudinal monitoring in affective disorders: real-time mobile assessment for the early recognition of symptom changes

Michael Bauer, Ulrich Ebner-Priemer, Tim Hahn

Continuous monitoring of mobile phone data combined with real-time analyses has the potential to resolve core issues of research in affective disorders: the early detection, prediction, and prevention of symptom changes and new episodes. Project A01 aims (i) to evaluate established mobile phone data models for early warning signs to ensure the comparability of our results with previous work; (ii) examines new smart digital phenotypes, as numerous existing ones currently lack substantial validity; and (iii) harnesses machine learning technology to facilitate personalized predictions.