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2022
S. Aneja, C. Midoglu, D. Dang-Nguyen, S. Khan, M. Riegler, P. Halvorsen, C. Bregler and B. Adsumilli. ACM Multimedia Grand Challenge on Detecting Cheapfakes. ACM Multimedia Conference (MM): ACM, 2022.
J. A. Alslie, A. B. Ovesen, T. S. Nordmo, H. D. Johansen, P. Halvorsen, M. Riegler and D. Johansen. "Áika: A Distributed Edge System for AI Inference." Big Data and Cognitive Computing 6, no. 2 (2022): 68.
W. Tavanapong, J. Oh, M. Riegler, M. I. Khaleel, B. Mitta and P. C. De Groen. "Artificial Intelligence for Colonoscopy: Past, Present, and Future." IEEE Journal of Biomedical and Health Informatics 26, no. 8 (2022): 3950-3965.
A. Storås, I. Strümke, M. Riegler, J. Grauslund, H. L. Hammer, A. Yazidi, P. Halvorsen, K. G. Gundersen, T. P. Utheim and C. J. Jackson. "Artificial intelligence in dry eye disease." The Ocular Surface 23 (2022): 74-86.PDF icon dry_eye_ai_manuscript_nolinenumbers14november.pdf (989.75 KB)
A. Husa, C. Midoglu, M. Hammou, S. Hicks, D. Johansen, T. Kupka, M. Riegler and P. Halvorsen. Automatic Thumbnail Selection for Soccer Videos using Machine Learning In Proceedings of the 13th ACM Multimedia Systems Conference (MMSys '22). The ACM Multimedia Systems Conference (MMSys): ACM, 2022.
S. Hicks, V. Thambawita, A. Storås, T. B. Haugen, H. L. Hammer, P. Halvorsen, M. Riegler and M. H. Stensen. "Automatic Tracking of the ICSI procedure using Deep Learning." Human Reproduction 37, no. Supplement_1 (2022).
A. Storås, M. Riegler, T. B. Haugen, V. Thambawita, S. Hicks, H. L. Hammer, R. Kakulavarapu, P. Halvorsen and M. H. Stensen. Automatic Unsupervised Clustering of Videos of the Intracytoplasmic Sperm Injection (ICSI) Procedure In NAIS: Symposium of the Norwegian AI Society . Vol. 1650. NAIS 2022, 2022.
A. Sharma, H. Hammer, M. Stensen, T. Haugen, M. Riegler and E. Delbarre. "Automating tracking of cell division for human embryo development in time lapse videos." Human Reproduction (2022).
A. Sharma, R. Kakulavarapu, V. Thambawita, M. Siddiqui, E. Delbarre, M. Riegler, H. Hammer and M. Stensen. Automating tracking of cell division for human embryo development in time lapse videos In HUMAN REPRODUCTION. Vol. 37. Oxford University Press, 2022.
A. Sharma, R. Kakulavarapu, V. Thambawita, M. Siddiqui, E. Delbarre, M. Riegler, H. L. Hammer and M. Stensen. "Automating tracking of cell division for human embryo development in time lapse videos." Human Reproduction 37, no. Supplement_1 (2022).
K. Radhika, D. Erwan, S. Mette, H. B. Trine and M. Riegler. "Cell exclusion during human embryo development result in altered morphokinetic patterns up to morula formation." Human Reproduction (2022).
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.PDF icon 2104.05642.pdf (22.11 MB)
S. Z. Hassan, S. S. Sabet, P. Salehi, H. Ko, I. Riiser, M. S. Johnson, G. A. Baugerud, M. Riegler and P. Halvorsen. A Comparative Study of Interactive Environments for Investigative Interview of A Virtual Child Avatar In IEEE international symposium on multimedia (ISM). IEEE, 2022.
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.
P. Jakobsen, A. Stautland, M. Riegler, U. Côté-Allard, Z. Sepasdar, T. Nordgreen, J. Torresen, O. B. Fasmer and K. J. Oedegaard. "Complexity and Variability Analyses of Motor Activity Distinguish Mood States in Bipolar Disorder." PLOS ONE 17 (2022): e0262232.
O. Lysne, I. Strümke and M. Riegler. Data samlet fra åpne kilder er ikke ufarlig. Kronikk: Aftenposten, 2022.
S. S. Eide, M. Riegler, H. L. Hammer and J. B. Bremnes. "Deep Tower Networks for Efficient Temperature Forecasting from Multiple Data Sources." Sensors 22, no. 7 (2022): 2802.
A. Sharma, M. Stensen, E. Delbarre, M. Siddiqui, T. Haugen, M. Riegler and H. Hammer. Detecting human embryo cleavage stages using YOLO v5 object detection algorithm In NAIS. NAIS: NAIS, 2022.
H. Hammer, A. Yazidi, M. Riegler and H. Rue. "Efficient quantile tracking using an oracle." Applied Intelligence 53 (2022): 289-300.
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.
S. Hicks, I. Strümke, V. Thambawita, M. Hammou, M. Riegler, P. Halvorsen and S. Parasa. "On evaluation metrics for medical applications of artificial intelligence." Scientific Reports 12 (2022): 1-9.

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