Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International ConferenceHumansDepressionCluster AnalysisAlgorithmsMale
Fusion Strategy Evaluation for Clustering Depression Subtypes Using Multimodal Physiological and Social Data.
Alessandro Caruso, Cristina G Vazquez, Corinne Eicher, Reto Huber, Golo Kronenberg, Hans-Peter Landolt, Erich Seifritz, Giulia Da Poian
Published: 202510.1109/EMBC58623.2025.11251685
Abstract
Wearable and phone sensor data hold great potential for monitoring depression, yet effective integration of these diverse data sources remains challenging. Transforming these complex data into a learned embedding space provides a lower-dimensional re…
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