| 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 | 74 | 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 | 40 | 2018 |
| 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 | 27 | 2017 |
| 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 | 22* | 2020 |
| Few-shot anomaly detection for polyp frames from colonoscopy Y Tian, G Maicas, LZCT Pu, R Singh, JW Verjans, G Carneiro International Conference on Medical Image Computing and Computer-Assisted …, 2020 | 21 | 2020 |
| 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 | 17 | 2018 |
| 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 | 16 | 2020 |
| 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 | 15* | 2020 |
| 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 | 14 | 2019 |
| 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 | 13 | 2019 |
| Self-supervised depth estimation to regularise semantic segmentation in knee arthroscopy F Liu, Y Jonmohamadi, G Maicas, AK Pandey, G Carneiro International Conference on Medical Image Computing and Computer-Assisted …, 2020 | 12 | 2020 |
| 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 | 12 | 2019 |
| Region proposals for saliency map refinement for weakly-supervised disease localisation and classification R Hermoza, G Maicas, JC Nascimento, G Carneiro International Conference on Medical Image Computing and Computer-Assisted …, 2020 | 8 | 2020 |
| Prospective study assessing a comprehensive computer-aided diagnosis for characterization of colorectal lesions: results from different centers and imaging technologies L Pu, ZC Tao, G Maicas, Y Tian, T Yamamura, G Singh, K Rana, H Suzuki, ... Journal of Gastroenterology and Hepatology 34, 25-26, 2019 | 5 | 2019 |
| 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 | 4 | 2021 |
| Detecting, localising 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, ... arXiv preprint arXiv:2101.03285, 2021 | 3 | 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 | 3 | 2020 |
| 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 | 2 | 2021 |
| Unsupervised task design to meta-train medical image classifiers G Maicas, C Nguyen, F Motlagh, JC Nascimento, G Carneiro 2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI), 1339-1342, 2020 | 2 | 2020 |
| Spectral shape analysis of the hippocampal structure for Alzheimer’s disease diagnosis G Maicas, AI Muñoz, G Galiano, AB Hamza, E Schiavi, ... Trends in Differential Equations and Applications, 17-32, 2016 | 2 | 2016 |
Gustavo CarneiroProfessor, University of AdelaideVerified email at adelaide.edu.au
