Overview of the ImageCLEF 2022: Multimedia retrieval in medical, social media and nature applications B Ionescu, H Müller, R Péteri, J Rückert, AB Abacha, AGS de Herrera, ... International Conference of the Cross-Language Evaluation Forum for European …, 2022 | 43 | 2022 |
Artificial intelligence in dry eye disease AM Storås, I Strümke, MA Riegler, J Grauslund, HL Hammer, A Yazidi, ... The ocular surface 23, 74-86, 2022 | 39 | 2022 |
Overview of ImageCLEF 2023: Multimedia retrieval in medical, socialmedia and recommender systems applications B Ionescu, H Müller, A Drăgulinescu, W Yim, AB Abacha, N Snider, ... Experimental IR Meets Multilinguality, Multimodality, and Interaction …, 2023 | 38 | 2023 |
VISEM-Tracking, a human spermatozoa tracking dataset V Thambawita, SA Hicks, AM Storås, T Nguyen, JM Andersen, O Witczak, ... Scientific Data 10 (1), 260, 2023 | 11 | 2023 |
Overview of imageclefmedical 2023–medical visual question answering for gastrointestinal tract SA Hicks, A Storås, P Halvorsen, T de Lange, MA Riegler, V Thambawita CLEF2023 Working Notes, CEUR Workshop Proceedings, CEUR-WS. org …, 2023 | 6 | 2023 |
Predicting an unstable tear film through artificial intelligence F Fineide, AM Storås, X Chen, MS Magnø, A Yazidi, MA Riegler, ... Scientific Reports 12 (1), 21416, 2022 | 6 | 2022 |
Huldra: A framework for collecting crowdsourced feedback on multimedia assets M Hammou, C Midoglu, SA Hicks, A Storås, SS Sabet, I Strümke, ... Proceedings of the 13th ACM Multimedia Systems Conference, 203-209, 2022 | 6 | 2022 |
Medico multimedia task at mediaeval 2022: Transparent tracking of spermatozoa V Thambawita, S Hicks, AM Storås, JM Andersen, O Witczak, TB Haugen, ... Proceedings of MediaEval 2022 CEUR Workshop, 2022 | 6 | 2022 |
Visual explanations for polyp detection: How medical doctors assess intrinsic versus extrinsic explanations S Hicks, A Storås, M Riegler, C Midoglu, M Hammou, T de Lange, ... arXiv preprint arXiv:2204.00617, 2022 | 5 | 2022 |
Generation of Synthetic Tabular Healthcare Data Using Generative Adversarial Networks AHZ Nik, MA Riegler, P Halvorsen, AM Storås International Conference on Multimedia Modeling, 434-446, 2023 | 4 | 2023 |
PolypConnect: Image inpainting for generating realistic gastrointestinal tract images with polyps JA Fagereng, V Thambawita, AM Storås, S Parasa, T De Lange, ... 2022 IEEE 35th International Symposium on Computer-Based Medical Systems …, 2022 | 4 | 2022 |
ImageCLEF 2023 Highlight: Multimedia Retrieval in Medical, Social Media and Content Recommendation Applications B Ionescu, H Müller, AM Drăgulinescu, A Popescu, A Idrissi-Yaghir, ... European Conference on Information Retrieval, 557-567, 2023 | 3 | 2023 |
MLC at HECKTOR 2022: The Effect and Importance of Training Data When Analyzing Cases of Head and Neck Tumors Using Machine Learning V Thambawita, AM Storås, SA Hicks, P Halvorsen, MA Riegler 3D Head and Neck Tumor Segmentation in PET/CT Challenge, 166-177, 2022 | 2 | 2022 |
Predicting tacrolimus exposure in kidney transplanted patients using machine learning AM Storås, A Åsberg, P Halvorsen, MA Riegler, I Strümke 2022 IEEE 35th International Symposium on Computer-Based Medical Systems …, 2022 | 2 | 2022 |
Explainability methods for machine learning systems for multimodal medical datasets: research proposal AM Storås, I Strümke, MA Riegler, P Halvorsen Proceedings of the 13th ACM Multimedia Systems Conference, 347-351, 2022 | 2 | 2022 |
Unsupervised Image Segmentation via Self-Supervised Learning Image Classification. AM Storås MediaEval, 2021 | 2 | 2021 |
Using machine learning model explanations to identify proteins related to severity of meibomian gland dysfunction AM Storås, F Fineide, M Magnø, B Thiede, X Chen, I Strümke, ... Scientific Reports 13 (1), 22946, 2023 | 1 | 2023 |
Usefulness of Heat Map Explanations for Deep-Learning-Based Electrocardiogram Analysis AM Storås, OE Andersen, S Lockhart, R Thielemann, F Gnesin, ... Diagnostics 13 (14), 2345, 2023 | 1 | 2023 |
Using explainable artificial intelligence (XAI) to explore factors affecting meibomian gland (MG) dropout A Storås, F Fineide, H Hammer, AZ Khan, MS Magno, X Chen, ... Investigative Ophthalmology & Visual Science 64 (8), OD25-OD25, 2023 | 1 | 2023 |
Multimedia datasets: challenges and future possibilities T Nguyen, AM Storås, V Thambawita, SA Hicks, P Halvorsen, MA Riegler International Conference on Multimedia Modeling, 711-717, 2023 | 1 | 2023 |