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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
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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
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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
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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
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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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11 February 2020

Kunstig intelligens: Vi må tilbake på skolebenken

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

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Several courses within Machine Learning and programming

Available Master's topics

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2022

Proceedings, refereed

A. Husa, C. Midoglu, M. Hammou, P. Halvorsen and M. Riegler

HOST-ATS: Automatic Thumbnail Selection with Dashboard-Controlled ML Pipeline and Dynamic User Survey

In Proceedings of the 13th ACM Multimedia Systems Conference (MMSys '22). ACM, 2022.
Status: Published
F. Jacobsen, S. Hicks, P. Halvorsen and M. Riegler

Estimating Predictive Uncertainty in Gastrointestinal Polyp Segmentation

In 2022 IEEE 35th International Symposium on Computer-Based Medical Systems (CBMS). Shenzen, China: IEEE, 2022.
Status: Published
D. Jha, A. Rauniyar, H. D. Johansen, D. Johansen, M. Riegler, P. Halvorsen and U. Bagci

Video Analytics in Elite Soccer: A Distributed Computing Perspective

In IEEE Sensor Array and Multichannel Signal Processing Workshop (SAM). Trondheim, Norway: IEEE, 2022.
Status: Published
M. Lammerse, S. Z. Hassan, S. S. Sabet, M. Riegler and P. Halvorsen

Human vs. GPT-3: The challenges of extracting emotions from child responses

In The 14th International Conference on Quality of Multimedia Experience. IEEE, 2022.
Status: Published
C. Midoglu, A. Storås, S. S. Sabet, M. Hammou, S. Hicks, I. Strümke, M. Riegler, C. Griwodz and P. Halvorsen

Experiences and Lessons Learned from a Crowdsourced-Remote Hybrid User Survey Framework

In 2022 IEEE International Symposium on Multimedia (ISM). Italy: IEEE, 2022.
Status: Published
T. Nguyen, T. N. Phan, V. N. Nguyen, T. B. Nguyen, P. Halvorsen and M. Riegler

Parallel feature selection based on the trace ratio criterion

In International Joint Conference on Neural Networks (IJCNN). IEEE, 2022.
Status: Published
T. S. Nordmo, A. B. Ovesen, B. A. Juliussen, S. Hicks, V. Thambawita, H. D. Johansen, P. Halvorsen, M. Riegler and D. Johansen

Njord: a fishing trawler dataset

In Proceedings of the 13th ACM Multimedia Systems Conference (MMSYS). New York, NY, USA: ACM, 2022.
Status: Published
A. Reinke, E. Christodoulou, B. Glocker, P. Scholz, F. Isensee, J. Kleesiek, M. Kozubek, M. Reyes, M. Riegler and M. M. Consortium

Metrics Reloaded - A new recommendation framework for biomedical image analysis validation

In Medical Imaging with Deep Learning. MIDL 2022, 2022.
Status: Published
S. S. Sabet, C. Midoglu, S. Z. Hassan, P. Salehi, M. Riegler, C. Griwodz and P. Halvorsen

Comparison of Crowdsourced and Remote Subjective User Studies: A Case Study of Investigative Child Interviews

In The 14th International Conference on Quality of Multimedia Experience. IEEE, 2022.
Status: Published
S. S. Sabet, R. Eg, K. Raaen, M. Qasim, M. Riegler and P. Halvorsen

When Every Millisecond Counts: The Impact of Delay in VR Gaming

In The 14th International Conference on Quality of Multimedia Experience. IEEE, 2022.
Status: Published