Intelligent Automated System for detecting Diagnostically Challenging Breast Cancers

Project Information

SmartMammaCAD

Grant agreement ID: 656886

DOI

10.3030/656886

Project closed

EC signature date 17 April 2015

Start date 1 September 2015

End date 31 August 2018

Funded under

• EXCELLENT SCIENCE - Marie Skłodowska-Curie Actions

Total cost

€ 257 191,20

EU contribution

€ 257 191,20

Coordinated by

UNIVERSIDAD DE GRANADA
Spain

CORDIS provides links to public deliverables and publications of HORIZON projects.

Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Publications

Peer reviewed articles (3)

A semi-supervised learning approach for model selection based on class-hypothesis testing

Author(s): Juan M. Gorriz, Javier Ramirez, John Suckling, F.J. Martinez-Murcia, I.A. Illán, F. Segovia, A. Ortiz, D. Salas-González, D. Castillo-Barnés, C.G. Puntonet
Published in: Expert Systems with Applications, Issue 90, 2017, Page(s) 40-49, ISSN 0957-4174
Publisher: Pergamon Press Ltd.
DOI: 10.1016/j.eswa.2017.08.006

Case-Based Statistical Learning: A Non-Parametric Implementation With a Conditional-Error Rate SVM

Author(s): J. M. Gorriz, J. Ramirez, J. Suckling, Ignacio Alvarez Illan, Andres Ortiz, F. J. Martinez-Murcia, Fermin Segovia, D. Salas-Gonzalez, Shuihua Wang
Published in: IEEE Access, Issue 5, 2017, Page(s) 11468-11478, ISSN 2169-3536
Publisher: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/ACCESS.2017.2714579

Automated Detection and Segmentation of Nonmass-Enhancing Breast Tumors with Dynamic Contrast-Enhanced Magnetic Resonance Imaging

Author(s): Ignacio Alvarez Illan, Javier Ramirez, J. M. Gorriz, Maria Adele Marino, Daly Avendano, Thomas Helbich, Pascal Baltzer, Katja Pinker, Anke Meyer-Baese
Published in: Contrast Media & Molecular Imaging, Issue 2018, 2018, Page(s) 1-11, ISSN 1555-4309
Publisher: John Wiley & Sons Inc.
DOI: 10.1155/2018/5308517

Conference proceedings (5)

Machine learning for accurate differentiation of benign and malignant breast tumors presenting as non-mass enhancement

Author(s): Ignacio Alvarez Illán, Anke Mayer-Baese, Amirhessam Tahmassebi, Javier Ramirez, Juan Manuel Gorriz, Katja Pinker, Simon Foo
Published in: Computational Imaging III, 2018, Page(s) 31, ISBN 9781-510618503
Publisher: SPIE
DOI: 10.1117/12.2304588

3D Gabor Filters for Chest Segmentation in DCE-MRI

Author(s): I. A. Illan, J. Perez Matos, J. Ramirez, J. M. Gorriz, S. Foo, A. Meyer-Baese
Published in: Hybrid Artificial Intelligent Systems, 2018, Page(s) 446-454
Publisher: Springer International Publishing
DOI: 10.1007/978-3-319-92639-1_37

Case-Based Support Vector Optimization for Medical-Imaging Imbalanced Datasets

Author(s): I. A. Illan, J. Ramirez, J. M. Gorriz, K. Pinker, A. Meyer-Baese
Published in: International Joint Conference SOCO’18-CISIS’18-ICEUTE’18, 2018, Page(s) 221-229
Publisher: Springer International Publishing
DOI: 10.1007/978-3-319-94120-2_21

Reproducible Evaluation of Registration Algorithms for Movement Correction in Dynamic Contrast Enhancing Magnetic Resonance Imaging for Breast Cancer Diagnosis

Author(s): I. A. Illan, J. Ramirez, J. M. Gorriz, K. Pinker, A. Meyer-Baese
Published in: Image Analysis for Moving Organ, Breast, and Thoracic Images, 2018, Page(s) 124-131, ISBN 978-3-030-00946-5
Publisher: Springer International Publishing
DOI: 10.1007/978-3-030-00946-5_14

Machine learning for challenging tumour detection and classification in breast cancer

Author(s): I. Alvarez Illan, A. Meyer-Baese, J. Perez Matos, M. B. I. Lobbes, K. Pinker
Published in: epos, 2017
Publisher: European society of radiology
DOI: 10.1594/ecr2017/C-3151