Miguel Guevara

Group	Biomedical Informatics and Technologies
Status	Former member
Country	Cuba
Students	Noel Pérez
Former PhD students	Noel Pérez
Former masters students
Projects
Past projects
Events
Proposals
Personal page

Publications

Articles in international journals listed in the ISI

• C. Stoica, Jorge Mariño, A. Banciu, M. Nita-Lazar, I. Paun, S. Cristofor, Osvaldo Pacheco, Miguel Guevara. Water quality of Danube Delta systems: Ecological status and prediction using machine-learning algorithms. Water Science and Technology, vol. 73, no. 10, p. 2413-2421, May 2016 [IF 2016: 1.197 (Q3, 61/88)]
• John Arevalo, Fabio A. González, Raúl Ramos-Póllan, José Luís Oliveira, Miguel Guevara. Representation learning for mammography mass lesion classification with convolutional neural networks. Computer Methods and Programs in Biomedicine, p. 248-257, April 2016 [IF 2016: 2.503 (Q1, 21/104)] [IF 2017: 2.674 (Q1, 19/103)]
• 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)]
• Pedro Cunha, Daniel Moura, Miguel Guevara, Conceição Guerra, Daniela Pinto, Isabel Ramos. Impact of ensemble learning in the assessment of skeletal maturity. Journal of Medical Systems, vol. 38, no. 9, p. 1-10, September 2014 [IF 2014: 2.213 (Q2, 7/24)] [IF 2017: 2.098 (Q2, 46/94)]

Chapters in books

• Daniel Moura, Miguel Guevara, Pedro Cunha, Naimy Gonzalez de Posada, Raul Pollan, Isabel Ramos, Joana Loureiro, Inês Moreira, Bruno Araújo, Teresa Fernandes. Benchmarking Datasets for Breast Cancer Computer-Aided Diagnosis (CADx). Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, José Ruiz-Shulcloper, Gabriella Sanniti di Baja (Ed.), Springer, vol. 8258, p. pp 326-333, November 2013

Articles in conference proceedings

• John Arevalo, Fabio Osorio, Raul Ramos-Pollan, José Luís Oliveira, Miguel Guevara. Convolutional Neural Networks for Mammography Mass Lesion Classification. 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC2015), Milan, Italy, August 2015
• Jorge Mariño, Osvaldo Pacheco, Miguel Guevara. Classification of Water for production using parameters in Real Time. 0TH IBERIAN CONFERENCE ON INFORMATION SYSTEMS AND TECHNOLOGIES (CISTI), vol. 1, p. 1-5, February 2015
• Frederico Valente, Augusto Silva, Carlos Costa, José Miguel Franco Valiente, César Suárez-Ortega, Miguel Guevara. A dataflow-based appraoch to the design and distribution of medical image analytics. Proceedings of 8th Iberian Grid Infrastructure Conference (IBERGRID), Aveiro, Portugal, p. 201-212, September 2014
• Jose M. Franco Valiente, Cesar Suarez Ortega, Miguel Guevara, Naimy Gonzalez de Posada, Frederico Valente, Joana P. Loureiro, Isabel Ramos. ALOE platform: An overview of a service-oriented architecture for research in breast cancer diagnosis supported by e-infrastructures. Proceedings of 8th Iberian Grid Infrastructure Conference (IBERGRID), Aveiro, Portugal, p. 171-181, September 2014
• Raul Ramos-Pollan, Miguel Guevara, Fabio Osorio, John Ovalle, Isabel Ramos. Building strategies to Discover Mammography Classifiers for Breast Cancer Diagnosis. Proceedings of 8th Iberian Grid Infrastructure Conference (IBERGRID), Aveiro, Portugal, p. 193-200, September 2014
• 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
• Jorge Mariño, Osvaldo Pacheco, Miguel Guevara. Study of Water Quality Classifiers. Transboundary water management across borders and interfaces: present and future challenges, Proceedings of the TWAM2013 International Conference & Workshops, vol. 1, p. 1-5, November 2013
• Miguel Guevara, Daniel Moura, Naimy de Posada, Pedro Cunha, Isabel Ramos, Joana Loureiro, Teresa Fernandes, Bruno Araújo. Evaluation of classification performance vs dataset size for Breast Cancer Diagnosis. Proceedings of the 4th RapidMiner Community Meeting and Conference (RCOMM 2013), Porto, Portugal, p. pp. 123-130, August 2013
• 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
• Jorge Mariño, Osvaldo Pacheco, Miguel Guevara. Study of Water Quality Classifiers. Transboundary water management across borders and interfaces: present and future challenges, Proceedings of the TWAM2013 International Conference & Workshops, vol. I, February 2013
• Jorge Mariño, Osvaldo Pacheco, Miguel Guevara. Classifier for drinking water quality in real time. Proceedings of Internacional Conference on Computer ICCAT (2013), Sousse, Tunisia, vol. I, p. 1-5, January 2013