Noel Pérez
From IEETA
| Subject | Pattern Recognition and Feature Selection for CAD in Mammography |  |
|---|---|---|
| Advisor | Miguel Guevara, Augusto Silva | |
| Group | Biomedical Informatics and Technologies | |
| Status | PhD student | |
| Starts | 2010/06/01 | |
| Ends | 2015/07/31 | |
| Country | Cuba | |
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| Personal page |
Contents |
Publications
Articles in international journals listed in the ISI
- Noel Pérez, Miguel Guevara, Augusto Silva, Isabel Ramos. Improving the Mann-Whitney statistical test for feature selection: An approach in breast cancer diagnosis on mammography. Artificial Intelligence in Medicine, vol. 63, no. 1, p. 19-31, January 2015 [IF 2015: 2.142 (Q2, 34/130)]
Articles in conference proceedings
- Noel Pérez, Miguel Guevara, Augusto Silva, Isabel Ramos, Joana Loureiro. Improving the performance of machine learning classifiers for Breast Cancer diagnosis based on feature selection. Proceedings of the 2014 Federated Conference on Computer Science and Information Systems, AIMA'14, Warsaw, Poland, September 2014
- Noel Pérez, Miguel Guevara, Augusto Silva. Improving breast cancer classification with mammography, supported on an appropriate variable selection analysis. SPIE Medical Imaging 2013: Computer-Aided Diagnosis, Orlando, FL, USA, vol. 8670, p. doi: 10.1117/12.2007912, June 2013
PhD thesis
- Noel Pérez. Improving Variable Selection and Mammography-based Machine Learning Classifiers for Breast Cancer CADx. PhD Thesis, Univ. Minho, Aveiro and Porto, March 2015