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Gabriel Maicas
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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
1182017
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
742018
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
39*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
342020
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
342017
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
312018
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
302020
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
272021
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
272019
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
222020
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
20*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
202019
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
162021
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
162020
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
152019
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
102024
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
102020
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
82023
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
72021
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
72020
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