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Andrew P. Bradley

*: shared first/last authors

Automatic lesion detection, segmentation and characterization via 3D multiscale morphological sifting in breast MRI

Jul 07, 2020
Hang Min, Darryl McClymont, Shekhar S. Chandra, Stuart Crozier, Andrew P. Bradley


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Pre and Post-hoc Diagnosis and Interpretation of Malignancy from Breast DCE-MRI

Sep 25, 2018
Gabriel Maicas, Andrew P. Bradley, Jacinto C. Nascimento, Ian Reid, Gustavo Carneiro

* Submitted to Medical Image Analysis 

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Model Agnostic Saliency for Weakly Supervised Lesion Detection from Breast DCE-MRI

Jul 23, 2018
Gabriel Maicas, Gerard Snaauw, Andrew P. Bradley, Ian Reid, Gustavo Carneiro


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Training Medical Image Analysis Systems like Radiologists

Jun 12, 2018
Gabriel Maicas, Andrew P. Bradley, Jacinto C. Nascimento, Ian Reid, Gustavo Carneiro

* Accepted at MICCAI 2018 

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Is the winner really the best? A critical analysis of common research practice in biomedical image analysis competitions

Jun 06, 2018
Lena Maier-Hein*, Matthias Eisenmann*, Annika Reinke, Sinan Onogur, Marko Stankovic, Patrick Scholz, Tal Arbel, Hrvoje Bogunovic, Andrew P. Bradley, Aaron Carass, Carolin Feldmann, Alejandro F. Frangi, Peter M. Full, Bram van Ginneken, Allan Hanbury, Katrin Honauer, Michal Kozubek, Bennett A. Landman, Keno März, Oskar Maier, Klaus Maier-Hein, Bjoern H. Menze, Henning Müller, Peter F. Neher, Wiro Niessen, Nasir Rajpoot, Gregory C. Sharp, Korsuk Sirinukunwattana, Stefanie Speidel, Christian Stock, Danail Stoyanov, Abdel Aziz Taha, Fons van der Sommen, Ching-Wei Wang, Marc-André Weber, Guoyan Zheng, Pierre Jannin*, Annette Kopp-Schneider*

* 48 pages, under review in Nature Methods 

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Detecting hip fractures with radiologist-level performance using deep neural networks

Nov 17, 2017
William Gale, Luke Oakden-Rayner, Gustavo Carneiro, Andrew P. Bradley, Lyle J. Palmer

* 6 pages 

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Automated Detection of Individual Micro-calcifications from Mammograms using a Multi-stage Cascade Approach

Oct 07, 2016
Zhi Lu, Gustavo Carneiro, Neeraj Dhungel, Andrew P. Bradley

* 5 Pages, ISBI 2017 Submission 

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Automated 5-year Mortality Prediction using Deep Learning and Radiomics Features from Chest Computed Tomography

Jul 01, 2016
Gustavo Carneiro, Luke Oakden-Rayner, Andrew P. Bradley, Jacinto Nascimento, Lyle Palmer

* 9 pages 

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Deep Structured learning for mass segmentation from Mammograms

Dec 05, 2014
Neeraj Dhungel, Gustavo Carneiro, Andrew P. Bradley

* 4 pages, 2 figures 

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