MOST CITED SCHOLAR PUBLICATIONS
- HyperKvasir, a comprehensive multi-class image and video dataset for gastrointestinal endoscopyH Borgli, V Thambawita, PH Smedsrud, S Hicks, D Jha, SL Eskeland, ...Scientific data 7 (1), 283 2020Citations: 308
- On evaluation metrics for medical applications of artificial intelligenceSA Hicks, I Strmke, V Thambawita, M Hammou, MA Riegler, P Halvorsen, ...Scientific reports 12 (1), 5979 2022Citations: 269
- Kvasir-Capsule, a video capsule endoscopy datasetPH Smedsrud, V Thambawita, SA Hicks, H Gjestang, OO Nedrejord, ...Scientific Data 8 (1), 142 2021Citations: 127
- Kvasir-instrument: Diagnostic and therapeutic tool segmentation dataset in gastrointestinal endoscopyD Jha, S Ali, K Emanuelsen, SA Hicks, V Thambawita, E Garcia-Ceja, ...MultiMedia Modeling: 27th International Conference, MMM 2021, Prague, Czech 2021Citations: 91
- Overview of ImageCLEF 2023: Multimedia retrieval in medical, socialmedia and recommender systems applicationsB Ionescu, H Mller, A Drăgulinescu, W Yim, AB Abacha, N Snider, ...Experimental IR Meets Multilinguality, Multimodality, and Interaction 2023Citations: 74
- Impact of image resolution on deep learning performance in endoscopy image classification: An experimental study using a large dataset of endoscopic imagesV Thambawita, I Strmke, SA Hicks, P Halvorsen, S Parasa, MA RieglerDiagnostics 11 (12), 2183 2021Citations: 71
- Machine learning-based analysis of sperm videos and participant data for male fertility predictionSA Hicks, JM Andersen, O Witczak, V Thambawita, P Halvorsen, ...Scientific reports 9 (1), 16770 2019Citations: 67
- Explaining deep neural networks for knowledge discovery in electrocardiogram analysisSA Hicks, JL Isaksen, V Thambawita, J Ghouse, G Ahlberg, A Linneberg, ...Scientific reports 11 (1), 10949 2021Citations: 56
- SinGAN-Seg: Synthetic training data generation for medical image segmentationV Thambawita, P Salehi, SA Sheshkal, SA Hicks, HL Hammer, S Parasa, ...PloS one 17 (5), e0267976 2022Citations: 55
- Pmdata: a sports logging datasetV Thambawita, SA Hicks, H Borgli, HK Stensland, D Jha, MK Svensen, ...Proceedings of the 11th ACM Multimedia Systems Conference, 231-236 2020Citations: 48
- Visem: A multimodal video dataset of human spermatozoaTB Haugen, SA Hicks, JM Andersen, O Witczak, HL Hammer, R Borgli, ...Proceedings of the 10th ACM Multimedia Systems Conference, 261-266 2019Citations: 48
- DeepFake electrocardiograms using generative adversarial networks are the beginning of the end for privacy issues in medicineV Thambawita, JL Isaksen, SA Hicks, J Ghouse, G Ahlberg, A Linneberg, ...Scientific reports 11 (1), 21896 2021Citations: 46
- Artificial intelligence in the fertility clinic: status, pitfalls and possibilitiesMA Riegler, MH Stensen, O Witczak, JM Andersen, SA Hicks, HL Hammer, ...Human Reproduction 36 (9), 2429-2442 2021Citations: 43
- Medico multimedia task at mediaeval 2018K Pogorelov, M Riegler, P Halvorsen, S Hicks, KR Randel, ...CEUR workshop proceedings 2283, 1-4 2018Citations: 39
- Real-time detection of events in soccer videos using 3D convolutional neural networksOAN Rongved, SA Hicks, V Thambawita, HK Stensland, E Zouganeli, ...2020 IEEE International Symposium on Multimedia (ISM), 135-144 2020Citations: 36
- Assessing generalisability of deep learning-based polyp detection and segmentation methods through a computer vision challengeS Ali, N Ghatwary, D Jha, E Isik-Polat, G Polat, C Yang, W Li, A Galdran, ...Scientific Reports 14 (1), 2032 2024Citations: 35
- Medico multimedia task at mediaeval 2020: Automatic polyp segmentationD Jha, SA Hicks, K Emanuelsen, H Johansen, D Johansen, T de Lange, ...arXiv preprint arXiv:2012.15244 2020Citations: 35
- Meta-learning with implicit gradients in a few-shot setting for medical image segmentationR Khadka, D Jha, S Hicks, V Thambawita, MA Riegler, S Ali, P HalvorsenComputers in Biology and Medicine 143, 105227 2022Citations: 34
- A comprehensive analysis of classification methods in gastrointestinal endoscopy imagingD Jha, S Ali, S Hicks, V Thambawita, H Borgli, PH Smedsrud, T de Lange, ...Medical image analysis 70, 102007 2021Citations: 31
- Divergentnets: Medical image segmentation by network ensembleV Thambawita, SA Hicks, P Halvorsen, MA RieglerarXiv preprint arXiv:2107.00283 2021Citations: 30
