Enrique Garcia-Ceja

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, M. Lux, H. Espeland, A. Petlund, D. T. D. Nguyen, E. Garcia-Ceja, D. Johansen, P. T. Schmidt, E. Toth, H. L. Hammer, T. de Lange, M. Riegler and P. Halvorsen

Kvasir-Capsule, a video capsule endoscopy dataset

Scientific Data

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

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

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, D. Johansen, C. Griwodz, H. K. Stensland, E. Garcia-Ceja, P. T. Schmidt, H. L. Hammer, M. Riegler, P. Halvorsen and T. de Lange

HyperKvasir, a comprehensive multi-class image and video dataset for gastrointestinal endoscopy

Scientific Data

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

2020 IEEE 33rd International Symposium on Computer-Based Medical Systems (CBMS)

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

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

2019 International Joint Conference on Neural Networks (IJCNN)

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

Proceedings of the 4th International Workshop on Multimedia for Personal Health & Health Care - HealthMedia '19

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

Proceedings of the 9th ACM Multimedia Systems Conference

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

2018 IEEE 31st International Symposium on Computer-Based Medical Systems (CBMS)