English version
Michael Alexander Riegler

Michael Alexander Riegler

Forskningsprosjekter

Vitenskapelige publikasjoner

Ali, Sharib; Ghatwary, Noha; Jha, Debesh; Isik-Polat, Ece; Polat, Gorkem; Yang, Cheng; Li, Wuyang; Galdran, Adrian; Ballester, Miguel Angel Gonzalez; Thambawita, Vajira L B; Hicks, Steven; Poudel, Sahadev; Lee, Sang-Woong; Jin, Ziyi; Gan, Tianyuan; Yu, Chenghui; Yan, JiangPeng; Yeo, Doyeob; Lee, Hyunseok Lee; Tomar, Nikhil Kumar; Haitham, Mahmood; Ahmed, Amr; Riegler, Michael Alexander ; Daul, Christian; Halvorsen, Pål ; Rittscher, Jens; Salem, Osama E.; Lamarque, Dominique; Cannizzaro, Renato; Realdon, Stefano; de Lange, Thomas; East, James E (2024). Assessing generalisability of deep learning-based polyp detection and segmentation methods through a computer vision challenge. Scientific Reports. Vol. 14.
https://doi.org/10.1038/s41598-024-52063-x

Monakhov, Vladimir; Thambawita, Vajira L B; Halvorsen, Pål ; Riegler, Michael (2023). GridHTM: Grid-Based Hierarchical Temporal Memory for Anomaly Detection in Videos. Sensors. Vol. 23:2087.
https://doi.org/10.3390/s23042087

Habault, Guillaume; Dao, Minh-Son; Riegler, Michael ; Dang Nguyen, Duc Tien; Nakashima, Yuta; Gurrin, Cathal (2023). ICDAR’23: Proceedings of the 4th ACM Workshop on Intelligent Cross-Data Analysis and Retrieval. ISBN: 979-8-4007-0178-8. Association for Computing Machinery (ACM).

Chatterjee, Ayan; Prinz, Andreas; Riegler, Michael ; Das, Jishnu (2023). A systematic review and knowledge mapping on ICT-based remote and automatic COVID-19 patient monitoring and care. 17 s. BMC Health Services Research. Vol. 23.
https://doi.org/10.1186/s12913-023-10047-z

Dang Nguyen, Duc Tien; Khan, Sohail Ahmed; Midoglu, Cise; Riegler, Michael ; Halvorsen, Pål ; Dao, Minh-Son (2023). Grand Challenge On Detecting Cheapfakes. ISBN: 979-8-3503-1315-4. 5 s. IEEE conference proceedings.

Riegler, Michael Alexander ; Thambawita, Vajira; Chatterjee, Ayan; Nguyen, Thu; Hicks, Steven; Telle-Hansen, Vibeke ; Pettersen, Svein Arne; Johansen, Dag; Jain, Ramesh; Halvorsen, Pål (2023). ScopeSense: An 8.5-Month Sport, Nutrition, and Lifestyle Lifelogging Dataset. Dang-Nguyen, Duc-Tien (Red.). MultiMedia Modeling : 29th International conference, MMM 2023, Bergen, Norway, January 9-12, 2023, Proceedings, Part II. Springer.
https://doi.org/10.1007/978-3-031-27077-2_39

Nordmo, Tor-Arne Schmidt; Riegler, Michael ; Dagenborg, Håvard Johansen; Johansen, Dag (2023). Arctic HARE: A Machine Learning-Based System for Performance Analysis of Cross-Country Skiers. Dang-Nguyen, Duc-Tien (Red.). MultiMedia Modeling : 29th International conference, MMM 2023, Bergen, Norway, January 9-12, 2023, Proceedings, Part II. s. 553-564. Springer.
https://doi.org/10.1007/978-3-031-27077-2_43

Smedsrud, Pia Helen; Espeland, Håvard; Berstad, Tor Jan; Petlund, Andreas; de Lange, Thomas; Riegler, Michael ; Halvorsen, Pål (2023). Man vs. AI: An in silico study of polyp detection performance. Placidi, Giuseppe; González, Alejandro Rodríguez; Sicilia, Rosa; Spiliopoulou, Myra; Almeida, João Rafael; Andrades, José Alberto Benítez (Red.). Proceedings of the 2023 36th IEEE International Symposium on Computer-Based Medical Systems (IEEE CBMS). s. 720-725. IEEE conference proceedings.
https://doi.org/10.1109/CBMS58004.2023.00307

Storås, Andrea; Andersen, Ole Emil; Lockhart, Sam; Thielemann, Roman; Gnesin, Filip; Thambawita, Vajira L B; Hicks, Steven; Kanters, Jørgen K.; Strumke, Inga; Halvorsen, Pål ; Riegler, Michael (2023). Usefulness of Heat Map Explanations for Deep-Learning-Based Electrocardiogram Analysis. 11 s. Diagnostics (Basel). Vol. 13.
https://doi.org/10.3390/diagnostics13142345

Nordmo, Tor-Arne Schmidt; Ovesen, Aril Bernhard; Dagenborg, Håvard; Halvorsen, Pål ; Riegler, Michael Alexander ; Johansen, Dag (2023). Fishing Trawler Event Detection: An Important Step Towards Digitization of Sustainable Fishing. Nichele, Stefano; Aamodt, Jonas Moræus; Misra, Sanjay; Mölder, Anicka (Red.). 2023 3rd International Conference on Applied Artificial Intelligence (ICAPAI). IEEE conference proceedings.
https://doi.org/10.1109/ICAPAI58366.2023.10194202





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