Dataset Open Access


Garcia-Ceja, Enrique; Riegler, Michael; Jakobsen, Petter; Torresen, Jim; Nordgreen, Tine; Oedegaard, Ketil J.; Fasmer, Ole Bernt

This dataset contains sensor data collected from patients suffering from depression. The dataset contains motor activity recordings of 23 unipolar and bipolar depressed patients and 32 healthy controls. For each patient we provide motor activity sensor data over several days of continuous measuring and also some demographic data. The severity of the patients' depressive state was labeled using ratings done by medical experts on the Montgomery-Asberg Depression Rating Scale (MADRS).

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Use terms and citation

The use of the DEPRESJON dataset is restricted for research and educational purposes only. The use of the DEPRESJON dataset for other purposes including commercial purposes is forbidden without prior written permission. In all documents and papers that use or refer to the DEPRESJON dataset or report experimental results based on the DEPRESJON dataset, a reference to the dataset paper have to be included:

E. Garcia-Ceja, M. Riegler, P. Jakobsen, J. Torresen, T. Nordgreen, K. Oedegaard, O. Fasmer. (2018, June). DEPRESJON: A Motor Activity Database of Depression Episodes in Unipolar and Bipolar Patients. In Proceedings of the 9th ACM on Multimedia Systems Conference (pp. 0-0). ACM.

Instructions (and BibTex) on how to cite the DEPRESJON dataset can be found in

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