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2021
P. H. Smedsrud, V. Thambawita, S. Hicks, H. Gjestang, O. O. Nedrejord, E. Næss, H. Borgli, D. Jha, T. J. D. Berstad, S. L. Eskeland et al. "Kvasir-Capsule, a video capsule endoscopy dataset." Scientific Data 8, no. 1 (2021): 142.
2020
P. Jakobsen, E. Garcia-Ceja, M. Riegler, L. A. Stabell, T. Nordgreen, J. Torresen, O. B. Fasmer and K. J. Oedegaard. "Applying machine learning in motor activity time series of depressed bipolar and unipolar patients compared to healthy controls." PLOS ONE 15, no. 8 (2020): e0231995.
E. Garcia-Ceja, B. Morin, A. Aguilar-Rivera and M. Riegler. "A Genetic Attack Against Machine Learning Classifiers to Steal Biometric Actigraphy Profiles from Health Related Sensor Data." Journal of Medical Systems 44, no. 10 (2020): 1-11.
H. Borgli, V. Thambawita, P. H. Smedsrud, S. Hicks, D. Jha, S. L. Eskeland, K. R. Randel, K. Pogorelov, M. Lux, D. T. D. Nguyen et al. "HyperKvasir, a comprehensive multi-class image and video dataset for gastrointestinal endoscopy." Scientific Data 7, no. 1 (2020): 1-14.PDF icon nature_scientific_data_hyper_kvasir_revision.pdf (6.09 MB)
P. Jakobsen, E. Garcia-Ceja, L. A. Stabell, K. J. Oedegaard, J. O. Berle, V. Thambawita, S. Hicks, P. Halvorsen, O. B. Fasmer and M. Riegler. PSYKOSE: A Motor Activity Database of Patients with Schizophrenia In 2020 IEEE 33rd International Symposium on Computer-Based Medical Systems (CBMS). Rochester, MN, USA: IEEE, 2020.
2019
F. M. Noori, E. Garcia-Ceja, M. Z. Uddin, M. Riegler and J. Tørresen. Fusion of multiple representations extracted from a single sensor’s data for activity recognition using CNNs In 2019 International Joint Conference on Neural Networks (IJCNN). IEEE, 2019.
J. I. Frogner, F. M. Noori, P. Halvorsen, S. Hicks, E. Garcia-Ceja, J. Torresen and M. Riegler. One-Dimensional Convolutional Neural Networks on Motor Activity Measurements in Detection of Depression In Proceedings of the 4th International Workshop on Multimedia for Personal Health & Health Care - HealthMedia '19, Edited by S. Boll, J. Lee, J. Meyer, N. Nag and N. E. O'Connor. New York, NY, USA: ACM Press, 2019.PDF icon p9-frogner.pdf (2.06 MB)
E. Garcia-Ceja, M. Riegler, A. K. Kvernberg and J. Torresen. "User-adaptive models for activity and emotion recognition using deep transfer learning and data augmentation." User Modeling and User-Adapted Interaction (2019): 1-29.
2018
E. Garcia-Ceja, M. Riegler, P. Jakobsen, J. Tørresen, T. Nordgreen, K. J. Oedegaard and O. B. Fasmer. Depresjon: A Motor Activity Database of Depression Episodes in Unipolar and Bipolar Patients In Proceedings of the 9th ACM Multimedia Systems Conference, Edited by P. Cesar, M. Zink and N. Murray. New York, NY, USA: ACM Press, 2018.
E. Garcia-Ceja, M. Riegler, P. Jakobsen, J. Torresen, T. Nordgreen, K. J. Oedegaard and O. B. Fasmer. Motor Activity Based Classification of Depression in Unipolar and Bipolar Patients In 2018 IEEE 31st International Symposium on Computer-Based Medical Systems (CBMS), Edited by B. Kane. Karlstad, Sweden: IEEE, 2018.