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M. Lux, M. Riegler, D. Dang-Nguyen, M. Larson, M. Potthast and P. Halvorsen

Team ORG @ GameStory Task 2018

In Proceeding of the MediaEval Benchmarking Initiative for Multimedia Evaluation. MediaEval, 2018.
Proceedings, refereed
2018
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M. Lux, M. Riegler, D. Dang-Nguyen, M. Larson, M. Potthast and P. Halvorsen

GameStory Task at MediaEval 2018

In Proceeding of the MediaEval Benchmarking Initiative for Multimedia Evaluation. CEUR Workshop Proceedings, 2018.
Proceedings, refereed
2018
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R. Borgli, P. Halvorsen and M. Riegler

Automatic Hyperparameter Optimization in Keras for the MediaEval 2018 Medico Multimedia Task

In Working Notes Proceedings of the MediaEval 2018 Workshop. CEUR Workshop Proceedings (CEUR-WS.org), 2018.
Proceedings, refereed
2018
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M. Kirkerød, V. Thambawita, M. Riegler and P. Halvorsen

Using preprocessing as a tool in medical image detection

In MediaEval 2018. Nice, France: MediaEval, 2018.
Proceedings, refereed
2018
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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

Courses held

Several courses within Machine Learning and programming

Available Master's topics

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2018

Proceedings, refereed

D. Dang-Nguyen, M. Riegler, L. Zhou and C. Gurrin

Challenges and Opportunities within Personal Life Archives

In Proceedings of the 2018 ACM on International Conference on Multimedia Retrieval. New York, NY, USA: ACM Press, 2018.
Status: Published
T. J. D. Berstad, M. Riegler, H. Espeland, T. de Lange, P. H. Smedsrud, K. Pogorelov, H. K. Stensland and P. Halvorsen

Tradeoffs using Binary and Multiclass Neural Network Classification for Medical Multidisease Detection

In 2018 IEEE International Symposium on Multimedia (ISM). IEEE, 2018.
Status: Published
R. Borgli, P. Halvorsen and M. Riegler

Automatic Hyperparameter Optimization in Keras for the MediaEval 2018 Medico Multimedia Task

In Working Notes Proceedings of the MediaEval 2018 Workshop. CEUR Workshop Proceedings (CEUR-WS.org), 2018.
Status: Published
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. New York, NY, USA: ACM Press, 2018.
Status: Published
D. Dang-Nguyen, L. Piras, M. Riegler, L. Zhou, M. Lux and C. Gurrin

Overview of ImageCLEFlifelog 2018: daily living understanding and lifelog moment retrieval

In Working Notes of CLEF 2018 - Conference and Labs of the Evaluation Forum. Avignon, France: CEUR Workshop Proceedings, 2018.
Status: Published
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). Karlstad, Sweden: IEEE, 2018.
Status: Published
S. Hicks, P. H. Smedsrud, P. Halvorsen and M. Riegler

Deep Learning Based Disease Detection Using Domain Specific Transfer Learning

In MediaEval 2018. MediaEval, 2018.
Status: Published
B. Ionescu, H. Müller, M. Villegas, A. G. S. de Herrera, C. Eickhoff, V. Andrearczyk, Y. D. Cid, V. Liauchuk, V. Kovalev, S. A. Hasan et al.

Overview of ImageCLEF 2018: Challenges, datasets and evaluation

In ImageCLEF 2018. Springer, 2018.
Status: Published
M. Jeppsson, H. Espeland, T. Kupka, R. Langseth, A. Petlund, P. Qiaoqiao, C. Xue, K. Pogorelov, M. Riegler, D. Johansen et al.

Efficient Live and on-Demand Tiled HEVC 360 VR Video Streaming

In 2018 IEEE International Symposium on Multimedia (ISM). Taichung, Taiwan: IEEE, 2018.
Status: Published
M. Kirkerød, V. Thambawita, M. Riegler and P. Halvorsen

Using preprocessing as a tool in medical image detection

In MediaEval 2018. Nice, France: MediaEval, 2018.
Status: Published