Primary tabs

Most recent publications

P. H. Smedsrud, H. Espeland, T. J. D. Berstad, A. Petlund, T. de Lange, M. Riegler and P. Halvorsen

Man vs. AI: An in silico study of polyp detection performance

In 2023 IEEE 36th International Symposium on Computer-Based Medical Systems (CBMS). L'Aquila, Italy: IEEE, 2023.
Proceedings, refereed
2023
View
A. Storås, O. E. Andersen, S. Lockhart, R. Thielemann, F. Gnesin, V. Thambawita, S. Hicks, J. Kanters, I. Strümke, P. Halvorsen et al.

Usefulness of Heat Map Explanations for Deep-Learning-Based Electrocardiogram Analysis

Diagnostics 13, no. 14 (2023).
Journal Article
2023
View
F. Fineide, A. Storås, M. Magnø, H. L. Hammer, X. Chen, A. Khan, P. Halvorsen, T. Utheim and M. Riegler

Predicting the degree of meibomian gland dropout with artificial intelligence

In ARVO Annual Meeting, 2023.
Proceedings, refereed
2023
View
F. Fineide, A. Storås, M. Riegler and T. Utheim

Predicting Meibomian Gland Dropout and Feature Importance Analysis with Explainable Artificial Intelligence

In IEEE International Symposium on Computer-Based Medical Systems (IEEE CBMS2023), 2023.
Proceedings, refereed
2023
View

Selected publications

A. Reinke, M. D. Tizabi, C. H. Sudre, M. Eisenmann, T. Rädsch, M. Baumgartner, L. Acion, M. Antonelli, T. Arbel, S. Bakas et al.

Common Limitations of Image Processing Metrics: A Picture Story

arXiv, 2022.
Miscellaneous
2022
View
M. Riegler, C. Griwodz, C. Spampinato, T. de Lange, S. L. Eskeland, K. Pogorelov, W. Tavanapong, P. T. Schmidt, C. Gurrin, D. Johansen et al.

Multimedia and Medicine: Teammates for Better Disease Detection and Survival

In ACM Multimedia. Amsterdam, The Netherlands, The Netherlands: ACM, 2016.
Proceedings, refereed
2016
View
S. Hicks, J. M. Andersen, O. Witczak, V. Thambawita, P. Halvorsen, H. L. Hammer, T. B. Haugen and M. Riegler

Machine Learning-Based Analysis of Sperm Videos and Participant Data for Male Fertility Prediction

Nature Scientific Reports 9, no. 1 (2019).
Journal Article
2019
View
S. Hicks, J. L. Isaksen, V. Thambawita, J. Ghouse, G. Ahlberg, A. Linneberg, N. Grarup, I. Strümke, C. Ellervik, M. S. Olesen et al.

Explaining deep neural networks for knowledge discovery in electrocardiogram analysis

Scientific Reports 11 (2021): 10949.
Journal Article
2021
View

Projects

Child holding hands with a robot in Japan. Photo: Andy Kelly, Unsplash

Interview training of child-welfare and law-enforcement professionals interviewing maltreated children supported via artificial avatars

Courses held

Several courses within Machine Learning and programming

Available Master's topics

Find publication

Status

Departments

Publication type

Year published

Export 311 results:
2020

Proceedings, refereed

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.
Status: Published
D. Jha, M. Riegler, D. Johansen, P. Halvorsen and H. D. Johansen

DoubleU-Net: A Deep Convolutional Neural Network for Medical Image Segmentation

In CBMS 2020: International Symposium on Computer-Based Medical Systems. IEEE, 2020.
Status: Published
D. Jha, A. Yazidi, M. Riegler, D. Johansen, H. D. Johansen and P. Halvorsen

LightLayers: Parameter Efficient Dense and Convolutional Layers for Image Classification

In The Joint International Conference PDCAT-PAAP 2020. Springer, 2020.
Status: Published
D. Jha, S. Ali, K. Emanuelsen, S. Hicks, V. Thambawita, E. Garcia-Ceja, M. Riegler, T. de Lange, P. T. Schmidt, H. D. Johansen et al.

Kvasir-instrument: Diagnostic and therapeutic tool segmentation dataset in gastrointestinal endoscopy

In International Conference on Multimedia Modeling. Springer, 2020.
Status: Published
D. Jha, P. H. Smedsrud, M. Riegler, P. Halvorsen, H. D. Johansen, T. de Lange and D. Johansen

Kvasir-SEG: A Segmented Polyp Dataset

In International Conference on Multimedia Modeling. Daejeon, Korea: Springer, 2020.
Status: Published
D. Jha, S. Hicks, K. Emanuelsen, H. D. Johansen, D. Johansen, T. de Lange, M. Riegler and P. Halvorsen

Medico Multimedia Task at MediaEval 2020: Automatic Polyp Segmentation

In Medico MediaEval 2020. CEUR, 2020.
Status: Published
B. Ionescu, H. Müller, R. Péteri, D. Dang-Nguyen, L. Zhou, L. Piras, M. Riegler, P. Halvorsen, M. Tran, M. Lux et al.

ImageCLEF 2020: Multimedia Retrieval in Lifelogging, Medical, Nature, and Internet Applications

In European Conference on Information Retrieval. Cham: Springer International Publishing, 2020.
Status: Published
T. Le, V. Ninh, L. Zhou, M. Nguyen-Ngoc, H. Trinh, N. Tran, L. Piras, M. Riegler, P. Halvorsen and M. Lux

Organiser Team at ImageCLEFlifelog 2020: A Baseline Approach for Moment Retrieval and Athlete Performance Prediction using Lifelog Data

In CLEF2020. CEUR Workshop Proceedings, 2020.
Status: Published
O. O. Nedrejord, V. Thambawita, S. Hicks, P. Halvorsen and M. Riegler

Vid2Pix - A Framework for Generating High-Quality Synthetic Videos

In 2020 IEEE International Symposium on Multimedia (ISM). IEEE, 2020.
Status: Published
V. Ninh, T. Le, L. Zhou, L. Piras, M. Riegler, P. Halvorsen, M. Tran, M. Lux, C. Gurrin and D. Dang-Nguyen

Overview of ImageCLEF lifelog 2020: lifelog moment retrieval and sport performance lifelog

In CLEF2020 . CEUR Workshop Proceedings, 2020.
Status: Published