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Andrea Storås
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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
782022
Overview of the ImageCLEF 2023: multimedia retrieval in medical, social media and internet applications
B Ionescu, H Müller, AM Drăgulinescu, W Yim, A Ben Abacha, N Snider, ...
International Conference of the Cross-Language Evaluation Forum for European …, 2023
592023
Overview of the ImageCLEF 2024: Multimedia retrieval in medical applications
B Ionescu, H Müller, AM Drăgulinescu, J Rückert, A Ben Abacha, ...
International Conference of the Cross-Language Evaluation Forum for European …, 2024
532024
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
512023
Kvasir-vqa: A text-image pair gi tract dataset
S Gautam, AM Storås, C Midoglu, SA Hicks, V Thambawita, P Halvorsen, ...
Proceedings of the First International Workshop on Vision-Language Models …, 2024
352024
Overview of ImageCLEFmedical 2023-Medical Visual Question Answering for Gastrointestinal Tract.
S Hicks, AM Storås, P Halvorsen, T de Lange, M Riegler, V Thambawita
CLEF (Working notes), 1316-1327, 2023
312023
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
252023
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
232022
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
152023
Visual explanations for polyp detection: How medical doctors assess intrinsic versus extrinsic explanations
S Hicks, A Storås, MA Riegler, C Midoglu, M Hammou, T de Lange, ...
Plos one 19 (5), e0304069, 2024
112024
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
112022
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
92023
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
82022
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
72023
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
62022
Medico Multimedia Task at MediaEval 2022: Transparent Tracking of Spermatozoa.
V Thambawita, S Hicks, AM Storås, JM Andersen, O Witczak, TB Haugen, ...
MediaEval, 2022
62022
& Riegler, MA (2023)
V Thambawita, SA Hicks, AM Storås, T Nguyen, JM Andersen, O Witczak
VISEM-Tracking, a human spermatozoa tracking dataset. Scientific Data 10 (1 …, 0
6
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
52022
ImageCLEF 2025: multimedia retrieval in medical, social media and content recommendation applications
B Ionescu, H Müller, DC Stanciu, A Idrissi-Yaghir, A Radzhabov, ...
European Conference on Information Retrieval, 398-406, 2025
42025
Evaluating gradient-based explanation methods for neural network ECG analysis using heatmaps
AM Storås, S Mæland, JL Isaksen, SA Hicks, V Thambawita, C Graff, ...
Journal of the American Medical Informatics Association 32 (1), 79-88, 2025
42025
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Articles 1–20