Jim Torresen

A. K. Pishva, V. Thambawita, J. Torresen and S. Hicks

RePolyp: A Framework for Generating Realistic Colon Polyps with Corresponding Segmentation Masks using Diffusion Models

Computer-Based Medical Systems (CBMS): 2023

P. Jakobsen, A. Stautland, M. Riegler, U. Côté-Allard, Z. Sepasdar, T. Nordgreen, J. Torresen, O. B. Fasmer and K. J. Oedegaard

Complexity and Variability Analyses of Motor Activity Distinguish Mood States in Bipolar Disorder

PLOS ONE

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

F. M. Noori, M. Riegler, M. Z. Uddin and J. Torresen

Human Activity Recognition from Multiple Sensors Data Using Multi-fusion Representations and CNNs

ACM Transactions on Multimedia Computing, Communications, and Applications

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, S. Kahlon, P. Lindner, T. Nordgreen, J. Torresen and M. Riegler

Heart Rate Prediction from Head Movement during Virtual Reality Treatment for Social Anxiety

2019 International Conference on Content-Based Multimedia Indexing (CBMI)

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. 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)