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Kvasir-Instrument: Diagnostic and therapeutic tool segmentation dataset in gastrointestinal endoscopy In 27th International Conference on Multimedia Modeling. Vol. LNCS, volume 12573. Springer, 2021.
mmm.pdf (648.64 KB)
mmm.pdf (648.64 KB) "Large scale “speedtest” experimentation in Mobile Broadband Networks." Computer Networks 184, no. 31 (2021): 107629.
"MedAI: Transparency in Medical Image Segmentation." Nordic Machine Intelligence 1, no. 1 (2021): 1-4.
Medico Multimedia Task at MediaEval 2021: Transparency in Medical Image Segmentation In Mediaeval Medico 2021. Mediaeval 2021, 2021.
MMSys'21 Grand Challenge on Detecting Cheapfakes. arXiv, 2021.
Multimodal Virtual Avatars for Investigative Interviews with Children In Proceedings of the 2021 Workshop on Intelligent Cross-Data Analysis and Retrieval (ICDAR '21), Edited by M. Dao, D. Dang-Nguyen and M. Riegler. New York, NY, USA: ACM, 2021.
Multimodal Virtual Avatars for Investigative Interviews with Children In Proceedings of the 2021 Workshop on Intelligent Cross-Data Analysis and Retrieval (ICDAR '21), Edited by M. Dao, D. Dang-Nguyen and M. Riegler. New York, NY, USA: ACM, 2021.
NanoNet: Real-Time Polyp Segmentation in Video Capsule Endoscopy and Colonoscopy In 34th IEEE CBMS International Symposium on Computer-Based Medical Systems. IEEE, 2021. 412100a037.pdf (789.29 KB)
412100a037.pdf (789.29 KB) Njord: An out-in-the-wild real world fish vessel catch analysis dataset In Arctic Frontiers. Tromsø, Norway: Arctic Frontiers, 2021. arctic-frontiers-science-2022-abstracts_179.pdf (113.93 KB)
arctic-frontiers-science-2022-abstracts_179.pdf (113.93 KB) PAANet: Progressive Alternating Attention for Automatic Medical Image Segmentation In Proc. of 2021 4th International Conference on Bio-Engineering for Smart Technologies (BioSMART). Paris / Créteil, France: IEEE, 2021.
"Predicting High Delays in Mobile Broadband Networks." IEEE Access 9 (2021): 168999-169013.
"Prediction of Cloud Fractional Cover Using Machine Learning." Big Data and Cognitive Computing 5, no. 4 (2021): 62.
"Real-Time Polyp Detection, Localization and Segmentation in Colonoscopy Using Deep Learning." IEEE Access 9 (2021): 40496-40510. 09369308.pdf (2.6 MB)
09369308.pdf (2.6 MB) Sustainable Commercial Fishing: Digital Inspectors to the Rescue In Arctic Frontiers. Arctic Frontiers, 2021. arcticfrontiers2.pdf (118.89 KB)
arcticfrontiers2.pdf (118.89 KB) Temperature Forecasting using Tower Networks In Proceedings of the 2021 Workshop on Intelligent Cross-Data Analysis and Retrieval, Edited by M. Dao, D. Dang-Nguyen and M. Riegler. New York, NY, USA: Association for Computing Machinery, 2021.
Temperature Forecasting using Tower Networks In Proceedings of the 2021 Workshop on Intelligent Cross-Data Analysis and Retrieval, Edited by M. Dao, D. Dang-Nguyen and M. Riegler. New York, NY, USA: Association for Computing Machinery, 2021.
"Towards better explainable deep learning models for embryo selection in ART." Human Reproduction 36, no. Supplement_1 (2021).
Transfer Learning in Polyp and Endoscopic Tool Segmentation from Colonoscopy Images In Nordic Machine Intelligence, Edited by M. Riegler, S. Hicks, P. Halvorsen and V. Thambawita. Vol. 1. Nordic Machine Intelligence, 2021.
"Unraveling the Impact of Land Cover Changes on Climate using Machine Learning and Explainable Artificial Intelligence." Big Data and Cognitive Computing 5 (2021): 55.
"Using 3D Convolutional Neural Networks for Real-time Detection of Soccer Events." International Journal of Semantic Computing 15, no. 2 (2021): 161-187.
Visual Sentiment Analysis: A Natural Disaster Use-case Task at MediaEval 2021 In MediaEval 2021. Ceurws, 2021.
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.
"Applying machine learning in motor activity time series of depressed bipolar and unipolar patients compared to healthy controls." PLOS ONE 15, no. 8 (2020): e0231995.
Big data is not always better – prediction of live birth using machine learning on time-lapse videos of human embryos. ESHRE virtual 36th Annual Meeting: ESHRE, 2020.
"Comparative validation of multi-instance instrument segmentation in endoscopy: results of the ROBUST-MIS 2019 challenge." Medical Image Analysis (2020). 1.pdf (6.18 MB)
1.pdf (6.18 MB)