| Deep reinforcement learning for active breast lesion detection from DCE-MRI G Maicas, G Carneiro, AP Bradley, JC Nascimento, I Reid International conference on medical image computing and computer-assisted …, 2017 | 134 | 2017 |
| Training medical image analysis systems like radiologists G Maicas, AP Bradley, JC Nascimento, I Reid, G Carneiro International Conference on Medical Image Computing and Computer-Assisted …, 2018 | 77 | 2018 |
| Computer-aided diagnosis for characterisation of colorectal lesions: a comprehensive software including serrated lesions LZCT Pu, G Maicas, Y Tian, T Yamamura, M Nakamura, H Suzuki, ... Gastrointestinal Endoscopy, 2020 | 44* | 2020 |
| Few-shot anomaly detection for polyp frames from colonoscopy Y Tian, G Maicas, LZCT Pu, R Singh, JW Verjans, G Carneiro Medical Image Computing and Computer Assisted Intervention–MICCAI 2020: 23rd …, 2020 | 43 | 2020 |
| Automatic segmentation of multiple structures in knee arthroscopy using deep learning Y Jonmohamadi, Y Takeda, F Liu, F Sasazawa, G Maicas, R Crawford, ... IEEE access 8, 51853-51861, 2020 | 37 | 2020 |
| Artificial intelligence for the diagnosis of lymph node metastases in patients with abdominopelvic malignancy: A systematic review and meta-analysis S Bedrikovetski, NN Dudi-Venkata, G Maicas, HM Kroon, W Seow, ... Artificial intelligence in medicine 113, 102022, 2021 | 35 | 2021 |
| Globally optimal breast mass segmentation from DCE-MRI using deep semantic segmentation as shape prior G Maicas, G Carneiro, AP Bradley 2017 IEEE 14th international symposium on biomedical imaging (ISBI 2017 …, 2017 | 35 | 2017 |
| Pre and post-hoc diagnosis and interpretation of malignancy from breast DCE-MRI G Maicas, AP Bradley, JC Nascimento, I Reid, G Carneiro Medical image analysis 58, 101562, 2019 | 33 | 2019 |
| Image analysis for moving organ, breast, and thoracic images E Wu, K Wu, D Cox, W Lotter, D Stoyanov, Z Taylor, B Kainz, G Maicas, ... Springer, 2018 | 33 | 2018 |
| Region proposals for saliency map refinement for weakly-supervised disease localisation and classification R Hermoza, G Maicas, JC Nascimento, G Carneiro Medical Image Computing and Computer Assisted Intervention–MICCAI 2020: 23rd …, 2020 | 28 | 2020 |
| Deep learning to diagnose pouch of Douglas obliteration with ultrasound sliding sign G Maicas, M Leonardi, J Avery, C Panuccio, G Carneiro, ML Hull, ... Reproduction and Fertility 2 (4), 236-243, 2021 | 26 | 2021 |
| End-to-end diagnosis and segmentation learning from cardiac magnetic resonance imaging G Snaauw, D Gong, G Maicas, A Van Den Hengel, WJ Niessen, J Verjans, ... 2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019 …, 2019 | 26 | 2019 |
| Photoshopping colonoscopy video frames Y Liu, Y Tian, G Maicas, LZCT Pu, R Singh, JW Verjans, G Carneiro 2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI), 1-5, 2020 | 23 | 2020 |
| What's fair is… fair? Presenting JustEFAB, an ethical framework for operationalizing medical ethics and social justice in the integration of clinical machine learning: JustEFAB M Mccradden, O Odusi, S Joshi, I Akrout, K Ndlovu, B Glocker, G Maicas, ... Proceedings of the 2023 ACM Conference on Fairness, Accountability, and …, 2023 | 22 | 2023 |
| Self-supervised depth estimation to regularise semantic segmentation in knee arthroscopy F Liu, Y Jonmohamadi, G Maicas, AK Pandey, G Carneiro Medical Image Computing and Computer Assisted Intervention–MICCAI 2020: 23rd …, 2020 | 18 | 2020 |
| Detecting, localizing and classifying polyps from colonoscopy videos using deep learning Y Tian, LZCT Pu, Y Liu, G Maicas, JW Verjans, AD Burt, SH Shin, R Singh, ... Deep Learning for Medical Image Analysis, 425-450, 2024 | 16 | 2024 |
| Model Agnostic Saliency For Weakly Supervised Lesion Detection From Breast DCE-MRI G Maicas, G Snaauw, AP Bradley, I Reid, G Carneiro 2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019 …, 2019 | 16 | 2019 |
| Mutual information neural estimation for unsupervised multi-modal registration of brain images G Snaauw, M Sasdelli, G Maicas, S Lau, J Verjans, M Jenkinson, ... 2022 44th Annual International Conference of the IEEE Engineering in …, 2022 | 10 | 2022 |
| Post-hoc overall survival time prediction from brain MRI R Hermoza, G Maicas, JC Nascimento, G Carneiro 2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI), 1476-1480, 2021 | 9 | 2021 |
| Semi-supervised multi-domain multi-task training for metastatic colon lymph node diagnosis from abdominal ct S Glaser, G Maicas, S Bedrikovetski, T Sammour, G Carneiro 2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI), 1478-1481, 2020 | 9 | 2020 |
Gustavo CarneiroProfessor of AI and Machine Learning, University of SurreyVerified email at surrey.ac.uk