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K. Ahmad, K. Pogorelov, M. Ullah, M. Riegler, N. Conci, J. Langguth and A. Al-Fuqaha

Multi-Modal Machine Learning for Flood Detection in News, Social Media and Satellite Sequences

In Multimediaeval Benchmark 2019. CEUR Workshop Proceedings, 2019.
Proceedings, refereed
2019
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M. Lux, M. Riegler, D. Dang-Nguyen, J. Pirker, M. Potthast and P. Halvorsen

GameStory Task at MediaEval 2019

In Proceedings of MediaEval 2019. CEUR Workshop Proceedings (CEUR-WS.org), 2019.
Proceedings, refereed
2019
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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.
Proceedings, refereed
2019
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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

In 2019 International Conference on Content-Based Multimedia Indexing (CBMI). IEEE, 2019.
Proceedings, refereed
2019
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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
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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
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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
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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
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News

03 February 2022
Fasade of the European Commission building.

SimulaMet part of EU project to improve patient outcome in acute stroke treatment

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Several courses within Machine Learning and programming

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2019

Proceedings, refereed

K. Ahmad, K. Pogorelov, M. Ullah, M. Riegler, N. Conci, J. Langguth and A. Al-Fuqaha

Multi-Modal Machine Learning for Flood Detection in News, Social Media and Satellite Sequences

In Multimediaeval Benchmark 2019. CEUR Workshop Proceedings, 2019.
Status: Published
S. Hicks, A. Petlund, T. de Lange, P. T. Schmidt, P. Halvorsen, M. Riegler, P. H. Smedsrud, T. B. Haugen, K. R. Randel, K. Pogorelov et al.

ACM Multimedia BioMedia 2019 Grand Challenge Overview

In The ACM International Conference on Multimedia (ACM MM). New York, New York, USA: ACM Press, 2019.
Status: Published
P. Halvorsen, M. Riegler and K. Schoeffmann

Medical Multimedia Systems and Applications

In Proceedings of the 27th ACM International Conference on Multimedia - MM '19. New York, NY, USA: ACM Press, 2019.
Status: Published
K. Andreassen, D. Johansen, H. Johansen, I. Baptista, S. A. Pettersen, M. Riegler and P. Halvorsen

Real-time Analysis of Physical Performance Parameters in Elite Soccer

In 2019 International Conference on Content-Based Multimedia Indexing (CBMI). IEEE, 2019.
Status: Published
K. Bahirat, Y. Chung, T. Annaswamy, G. Raval, K. Desai, B. Prabhakaran and M. Riegler

Using Mr. MAPP for Lower Limb Phantom Pain Management

In Proceedings of the 27th ACM International Conference on Multimedia. ACM, 2019.
Status: Published
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. New York, NY, USA: ACM Press, 2019.
Status: Published
R. Borgli, H. K. Stensland and M. Riegler

Automatic Hyperparameter Optimization for Transfer Learning on Medical Image Datasets Using Bayesian Optimization

In 13th International Symposium on Medical Information and Communication Technology (ISMICT). IEEE, 2019.
Status: Published
H. Borgli, H. K. Stensland, P. Halvorsen and M. Riegler

Saga: An Open Source Platform for Training Machine Learning Models and Community-driven Sharing of Techniques

In International Conference on Content-Based Multimedia Indexing (CBMI 2019). IEEE, 2019.
Status: Published
D. Dang-Nguyen, L. Piras, M. Riegler, M. Tran, L. Zhou, M. Lux, T. Le, V. Ninh and C. Gurrin

Overview of ImageCLEFlifelog 2019: solve my life puzzle and lifelog moment retrieval

In CLEF2019 Working Notes. Vol. 2380. CEUR Workshop Proceedings (CEUR-WS.org), 2019.
Status: Published
E. R. Eriksen, S. Hicks, M. Riegler, P. Halvorsen and V. Carapella

A Web-Based Software for Training and Quality Assessment in the Image Analysis Workflow for Cardiac T1 Mapping MRI

In 2019 IEEE International Symposium on Multimedia (ISM). IEEE, 2019.
Status: Published