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Issue Date
Title
Author(s)
2017
Automated 5-year mortality prediction using deep learning and radiomics features from chest computed tomography
Carneiro, G.
;
Oakden-Rayner, L.
;
Bradley, A.
;
Nascimento, J.
;
Palmer, L.
;
IEEE 14th International Symposium on Biomedical Imaging (ISBI 2017) (18 Apr 2017 - 21 Apr 2017 : Melbourne, AUSTRALIA)
2017
Deep reinforcement learning for active breast lesion detection from DCE-MRI
Maicas, G.
;
Carneiro, G.
;
Bradley, A.
;
Nascimento, J.
;
Reid, I.
;
Descoteaux, M.
;
Maier-Hein, L.
;
Franz, A.
;
Jannin, P.
;
Collins, D.
;
Duchesne, S.
;
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI) (11 Sep 2017 - 13 Sep 2017 : Quebec City, Canada)
2015
Unregistered multiview mammogram analysis with pre-trained deep learning models
Carneiro, G.
;
Nascimento, J.
;
Bradley, A.
;
Navab, N.
;
Hornegger, J.
;
Wells, W.
;
Frangi, A.
;
18th International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI 2015) (5 Oct 2015 - 9 Oct 2015 : Munich, GERMANY)
2018
Training medical image analysis systems like radiologists
Maicas Suso, G.
;
Bradley, A.
;
Nascimento, J.
;
Reid, I.
;
Carneiro, G.
;
Frangi, A.
;
Schnabel, J.
;
Davatzikos, C.
;
Alberola-Lopez, C.
;
Fichtinger, G.
;
21st International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI 2018) (16 Sep 2018 - 20 Sep 2018 : Granada)
2016
Multi-atlas segmentation using manifold learning with deep belief networks
Nascimento, J.
;
Carneiro, G.
;
2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI 2016) (13 Apr 2016 - 16 Apr 2016 : Prague, Czech Republic)
2014
Non-rigid segmentation using sparse low dimensional manifolds and deep belief networks
Nascimento, J.
;
Carneiro, G.
;
2014 IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2014) (23 Jun 2014 - 28 Jun 2014 : Columbus, OH)
2013
Combining multiple dynamic models and deep learning architectures for tracking the left ventricle endocardium in ultrasound data
Carneiro, G.
;
Nascimento, J.
2012
The segmentation of the left ventricle of the heart from ultrasound data using deep learning architectures and derivative-based search methods
Carneiro, G.
;
Nascimento, J.
;
Freitas, A.
2013
Top-down segmentation of non-rigid visual objects using derivative-based search on sparse manifolds
Nascimento, J.
;
Carneiro, G.
;
IEEE Conference on Computer Vision and Pattern Recognition (26th : 2013 : Portland, Oregon)
2012
On-line re-training and segmentation with reduction of the training set: application to the left ventricle detection in ultrasound imaging
Nascimento, J.
;
Carneiro, G.
;
IEEE International Conference on Image Processing (19th : 2012 : Orlando, Florida)
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particle filters
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ultrasonic imaging
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