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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
412022
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
392023
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
122023
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
82023
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
62023
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
62022
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
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
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
52024
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
52023
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
52022
Overview of the ImageCLEF 2023: Multimedia Retrieval in Medical, Social Media and Internet Applications
B Ionescu, H Müller, AM Drăgulinescu, WW Yim, A Ben Abacha, N Snider, ...
International Conference of the Cross-Language Evaluation Forum for European …, 2023
32023
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
22023
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
22022
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
22022
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
22022
Unsupervised Image Segmentation via Self-Supervised Learning Image Classification.
AM Storås
MediaEval, 2021
22021
Advancing Multimedia Retrieval in Medical, Social Media and Content Recommendation Applications with ImageCLEF 2024
B Ionescu, H Müller, AM Drăgulinescu, A Idrissi-Yaghir, A Radzhabov, ...
European Conference on Information Retrieval, 44-52, 2024
12024
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
12023
Predicting Meibomian Gland Dropout and Feature Importance Analysis with Explainable Artificial Intelligence
FA Fineide, AM Storås, MA Riegler, TP Utheim
2023 IEEE 36th International Symposium on Computer-Based Medical Systems …, 2023
12023
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