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Gabriel Maicas
Tytuł
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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
892017
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
522018
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
312017
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
272020
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
27*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
222018
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
202020
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
16*2020
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
152019
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
152019
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
132020
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
132020
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
122019
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
82021
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
52020
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
52019
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
42021
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
42020
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
32021
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
32021
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