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Issue Date
Title
Author(s)
2017
Fully automated classification of mammograms using deep residual neural networks
Dhungel, N.
;
Carneiro, G.
;
Bradley, A.
;
IEEE 14th International Symposium on Biomedical Imaging (ISBI 2017) (18 Apr 2017 - 21 Apr 2017 : Melbourne, AUSTRALIA)
2018
Mass segmentation in mammograms: a cross-sensor comparison of deep and tailored features
Cardoso, J.
;
Marques, N.
;
Dhungel, N.
;
Carneiro, G.
;
Bradley, A.
;
24th IEEE International Conference on Image Processing (ICIP 2017) (17 Sep 2017 - 20 Sep 2017 : Beijing, CHINA)
2016
The automated learning of deep features for breast mass classification from mammograms
Dhungel, N.
;
Carneiro, G.
;
Bradley, A.
;
19th International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI 2016) (17 Oct 2016 - 21 Oct 2016 : Athens, Greece)
2015
Deep learning and structured prediction for the segmentation of mass in mammograms
Dhungel, N.
;
Carneiro, G.
;
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)
2015
Deep structured learning for mass segmentation from mammograms
Dhungel, N.
;
Carneiro, G.
;
Bradley, A.
;
2015 IEEE International Conference on Image Processing (ICIP 2015) (27 Sep 2015 - 30 Sep 2015 : Quebec City, CANADA)
2015
Automated Mass Detection in Mammograms Using Cascaded Deep Learning and Random Forests
Dhungel, N.
;
Carneiro, G.
;
Bradley, A.
;
2015 International Conference on Digital Image Computing: Techniques and Applications (DICTA 2015) (23 Nov 2015 - 25 Nov 2015 : Adelaide, Australia)
2015
Tree RE-weighted belief propagation using deep learning potentials for mass segmentation from mammograms
Dhungel, N.
;
Carneiro, G.
;
Bradley, A.
;
2015 IEEE 12th International Symposium on Biomedical Imaging (ISBI 2015) (16 Apr 2015 - 19 Apr 2015 : New York, NY)
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Deep learning, breast mass classi...
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Deep learning, structured output ...
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Feature extraction, mammography, ...
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Mammogram; classification; multi-...
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Mammogram; mass segmentation; tra...
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Mammograms, mass segmentation, st...
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Mammograms, mass segmentation, tr...
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