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D. Jha, S. Ali, K. Emanuelsen, S. A. 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.
Proceedings, refereed
2020
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B. Ionescu, H. Müller, R. Péteri, A. Ben Abacha, V. Datla, S. A. Hasan, D. Demner-Fushman, S. Kozlovski, V. Liauchuk, Y. D. Cid et al.

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

In CLEF 2020. Vol. 12260. Cham: Springer International Publishing, 2020.
Proceedings, refereed
2020
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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.
Proceedings, refereed
2020
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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.
Proceedings, refereed
2020
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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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03 February 2022
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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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2020

Proceedings, refereed

B. Ionescu, H. Müller, R. Péteri, A. Ben Abacha, V. Datla, S. A. Hasan, D. Demner-Fushman, S. Kozlovski, V. Liauchuk, Y. D. Cid et al.

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

In CLEF 2020. Vol. 12260. Cham: Springer International Publishing, 2020.
Status: Published
C. W. Chen, R. Cucchiara, X. Hua, G. Qi, E. Ricci, Z. Zhang, R. Zimmermann, F. Yu, D. Wang, H. Wang et al.

Reproducibility Companion Paper: Instance of Interest Detection

In Proceedings of the 28th ACM International Conference on Multimedia. New York, NY, USA: ACM, 2020.
Status: Published
C. W. Chen, R. Cucchiara, X. Hua, G. Qi, E. Ricci, Z. Zhang, R. Zimmermann, T. Hoang, T. Do, N. Cheung et al.

Reproducibility Companion Paper: Selective Deep Convolutional Features for Image Retrieval

In Proceedings of the 28th ACM International Conference on Multimedia. New York, NY, USA: ACM, 2020.
Status: Published
C. Wu, C. Hsu, T. Kuo, C. Griwodz, M. Riegler, G. Morin and C. Hsu

PCC arena: a benchmark platform for point cloud compression algorithms

In MMSys '20: 11th ACM Multimedia Systems ConferenceProceedings of the 12th ACM International Workshop on Immersive Mixed and Virtual Environment Systems. New York, NY, USA: ACM, 2020.
Status: Published
S. Hicks, V. Thambawita, H. L. Hammer, T. B. Haugen, J. M. Andersen, O. Witczak, P. Halvorsen and M. Riegler

ACM Multimedia BioMedia 2020 Grand Challenge Overview

In Proceedings of the 28th ACM International Conference on Multimedia. New York, NY, USA: Association for Computing Machinery, 2020.
Status: Published
S. Hicks, D. Jha, V. Thambawita, P. Halvorsen, H. L. Hammer and M. Riegler

The EndoTect 2020 Challenge: Evaluation and Comparison of Classification, Segmentation and Inference Time for Endoscopy

In 25th International Conference on Pattern Recognition (ICPR). IEEE, 2020.
Status: Published
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, 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, 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, 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