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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.
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 (2022): 1.
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 ACM Multimedia Systems (MMSys) Conference. The ACM Multimedia Systems Conference (MMSys): ACM, 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 2022. 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).
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)
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 (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 2232, 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 (2022): 1-12.
S. A. 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.
S. Hicks, I. Strümke, V. Thambawita, M. Hammou, M. Riegler, P. Halvorsen and S. Parasa. "On evaluation metrics for medical applications of artificial intelligenceAbstract." Nature Scientific Reports 1236825221520218325484051210158697682437, no. 1 (2022).
N. K. Tomar, D. Jha, M. Riegler, H. D. Johansen, D. Johansen, J. Rittscher, P. Halvorsen and S. Ali. "FANet: A Feedback Attention Network for Improved Biomedical Image Segmentation." IEEE Transactions on Neural Networks and Learning Systems (2022): 1-14.
T. S. Nordmo, O. Kvalsvik, S. O. Kvalsund, B. Hansen and M. Riegler. "Fish AI: Sustainable Commercial Fishing." Nordic Machine Intelligence 2 (2022): 1-3.
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 ACM Multimedia Systems (MMSys) Conference. The ACM Multimedia Systems Conference (MMSys): ACM, 2022.
M. Hammou, C. Midoglu, S. Hicks, A. Storås, S. S. Sabet, I. Strümke, M. Riegler and P. Halvorsen. Huldra: A Framework for Collecting Crowdsourced Feedback on Multimedia Assets In ACM Multimedia Systems (MMSys) Conference. The ACM Multimedia Systems Conference (MMSys): ACM, 2022.
M. Dao, M. Riegler, D. Dang-Nguyen, C. Gurrin, Y. Nakashima and M. Dong. ICDAR’22: Intelligent Cross-Data Analysis and Retrieval In 2022 International Conference on Multimedia Retrieval. 2022, Newark, NJ, USA: ACM, 2022.PDF icon icmrwk036-dao1.pdf (323.01 KB)
G. A. Baugerud, M. Powell, M. Riegler, P. Halvorsen, M. E. Lamb, S. S. Sabet, S. Z. Hassan, P. Salehi, R. K. Røed and M. S. Johnson. Investigative Interviews using a Multimodal Virtual Avatar In American Psychology-Law Society Conference 2022. Denver USA,: American Psychology-Law Society, 2022.
R. Khadka, D. Jha, S. Hicks, V. Thambawita, M. Riegler, S. Ali and P. Halvorsen. "Meta-learning with implicit gradients in a few-shot setting for medical image segmentation." Computers in Biology and Medicine 14312136320119704317507593739403621582 (2022).
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.
A. Srivastava, D. Jha, S. Chanda, U. Pal, H. Johansen, D. Johansen, M. Riegler, S. Ali and P. Halvorsen. "MSRF-Net: A Multi-Scale Residual Fusion Network for Biomedical Image Segmentation." IEEE Journal of Biomedical and Health Informatics (2022).
A. Storås, M. Riegler, P. Halvorsen, A. Åsberg and I. Strümke. Predicting drug exposure in kidney transplanted patients using machine learning. NORA Annual Conference 2022, 2022.PDF icon 2022_noraposter_andreastoras_final.pdf (324.69 KB)
A. Storås, A. Åsberg, P. Halvorsen, M. Riegler and I. Strümke. Predicting Tacrolimus Exposure in Kidney Transplanted Patients Using Machine Learning In 35th IEEE CBMS International Symposium on Computer-Based Medical Systems. IEEE, 2022.

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