Related Publications

Published Articles

  • Daniel C. Moura and Miguel A. Guevara López, "An evaluation of image descriptors combined with clinical data for breast cancer diagnosis" International Journal of Computer Assisted Radiology and Surgery, vol. 8, pp. 561-574, 2013/07/01 2013. (http://dx.doi.org/10.1007/s11548-013-0838-2)
  • Damià Segrelles, Ignacio Blanquer, José Salavert, Vicente Hernández, José Miguel Franco, Guillermo Díaz, Raúl Ramos, Rosana Medina, Luis Martí, Miguel Angel Guevara Lopez, Naimy González, Joana Loureiro, Isabel Ramos "Exchanging data for breast cancer diagnosis on heterogeneous GRID platforms." Computing and Informatics, Vol. 31, 2012, 1001–1013, V 2012-Feb-13
  • Raúl Ramos-Pollán, Miguel Angel Guevara-López, Cesar Suárez-Ortega, Guillermo Díaz-Herrero, Jose Miguel Franco-Valiente, Manuel Rubio-del-Solar, Naimy González-de-Posada, Mario Augusto Pires Vaz, Joana Loureiro and Isabel Ramos. "Discovering Mammography-based Machine Learning Classifiers for Breast Cancer Diagnosis". Journal of Medical Systems: 1-11. 2011 (Online first). (http://dx.doi.org/10.1007/s10916-011-9693-2)
  • Raúl Ramos-Pollán, Miguel Angel Guevara López, Eugénio Oliveira. "A Software Framework for Building Biomedical Machine Learning Classifiers through Grid Computing Resources". Journal of Medical Systems: 1-13. 2011 (Online first). (http://dx.doi.org/10.1007/s10916-011-9692-3)

Theses

  • Raúl Ramos Pollán. "Improving multilayer perceptron classifiers AUC performance - An approach in biomedical image analysis for breast cancer CAD supported by eInfrastructures". Ph.D. Thesis. University of Porto, Portugal. 2012. (http://paginas.fe.up.pt/~niadr/NIADR/phd-rramos.pdf)

Book Chapters

  • Daniel Cardoso Moura, Miguel Angel Guevara López, Pedro Cunha, Naimy González de Posada, Raúl Ramos Pollan, Isabel Ramos, Joana Pinheiro Loureiro, Inês C. Moreira, Bruno M. Ferreira de Araújo, Teresa Cardoso Fernandes., "Benchmarking Datasets for Breast Cancer Computer-Aided Diagnosis (CADx)." Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, Lecture Notes in Computer Science Volume 8258, 2013, pp 326-333. Print ISBN: 978-3-642-41821-1, Online ISBN: 978-3-642-41822-8. (http://dx.doi.org/10.1007/978-3-642-41822-8_41)
  • Raul, Ramos Pollan, Miguel Angel Guevara López, Naimy Gonzales de Posada. "Optimizing the Area Under the ROC Curve in Multilayer Perceptron-based Classifiers." FUTURE COMPUTING 2011: The Third International Conference on Future Computational Technologies and Applications: 75-81. September 25-30, 2011. Rome, Italy. ISBN: 978-1-61208-154-0 (http://www.thinkmind.org/download.php?articleid=future_computing_2011_3_40_30103)
  • Raúl Ramos Pollán, Miguel Angel Guevara López, Eugénio Oliveira. "Introducing ROC Curves as Error Measure Functions: A New Approach to Train ANN-Based Biomedical Data Classifiers", Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications. Lecture Notes in Computer Science. 2010, Volume 6419/2010, p517-524. (http://dx.doi.org/10.1007/978-3-642-16687-7_68)
  • Raul Ramos Pollan, Jose M. Franco, Jorge Sevilla, Miguel Angel Guevara Lopez, Naimy Gonzalez de Posada, Joanna Loureiro, Isabel Ramos. "Grid infrastructures for developing mammography CAD systems." Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. 2010, Conference Volume: 2010 Pages: 3467-3470. (http://dx.doi.org/10.1109/IEMBS.2010.5627832)
  • Yosvany Lopez, Andra Novoa, Miguel A. Guevara Lopez, Nicolas Quintana and Augusto Silva. "Computer Aided Diagnosis System to Detect Breast Cancer Pathological Lesions." Progress in Pattern Recognition, Image Analysis and Applications. Lecture Notes in Computer Science, 2008, Volume 5197/2008, p.453-460. (http://dx.doi.org/10.1007/978-3-540-85920-8_56).

Proceeding papers

  • César Súarez-Ortega, Jose Miguel Franco-Valiente. "CAD SYSTEMS AND E-LEARNING IN RADIOLOGISTS TRAINING", International Conference on E-health Networking, Application & Services (HealthCom'13), Lisbon/Portugal. 9-12 October 2013.
  • Miguel A. Guevara López, Daniel C. Moura, Naimy Gonzalez de Posada, Pedro Cunha, Isabel Ramos, Joana Pinheiro Loureiro, Teresa Cardoso Fernandes, Bruno M. Ferreira de Araújo., "Evaluation of classification performance vs dataset size for Breast Cancer Diagnosis." Proceedings of the 4th RapidMiner Community Meeting and Conference (RCOMM 2013), pp. 123-130 (2013). ISBN: 978-3-8440-2145-5.
  • César Suárez-Ortega, José Miguel Franco-Valiente, Manuel Rubio-Del-Solar, Guillermo Díaz-Herrero, Miguel Ángel Guevara-López, Naimy González-Posada, Daniel Moura, Pedro Cunha, Isabel Ramos, Joana Loureiro and Bruno Ferreira-De-Araujo. "IMPROVING THE BREAST CANCER DIAGNOSIS USING DIGITAL REPOSITORIES". International Work-Conference on Bioinformatics and Biomedical Engineering, Granada / Spain, 18-20 March 2013.
  • Miguel A. Guevara López, Naimy González de Posada, Daniel C. Moura, Raúl Ramos Pollán, José M. Franco Valiente, César Suárez Ortega, Manuel R. del Solar, Guillermo Díaz Herrero, Isabel M.A. Pereira Ramos, Joana Pinheiro Loureiro, Teresa Cardoso Fernandes, Bruno M. Ferreira de Araújo. "BCDR: A BREAST CANCER DIGITAL REPOSITORY". ICEM15: 15th International Conference on Experimental Mechanics, FEUP-EURASEM-APAET, Porto/Portugal, 22-27 July 2012. ISBN: 978-972-8826-26-02.
  • Daniel C. Moura, Miguel A. Guevara López, Raul Ramos Pollan, Isabel M.A. Pereira Ramos, Joana Pinheiro Loureiro, Teresa Cardoso Fernandes, Bruno M. Ferreira de Araújo. "CLASSIFIER PERFOMANCE VS DATASET SIZE: A COMPARATIVE STUDY FOR BREAST LESIONS CLASSIFICATION". ICEM15: 15th International Conference onExperimental Mechanics, FEUP-EURASEM-APAET, Porto/Portugal, 22-27July 2012. ISBN: 978-972-8826-26-0
  • José M. Franco Valiente, César Suárez Ortega, Manuel Rubio del Solar, Guillermo Díaz Herrero, Raúl Ramos Pollán, Miguel A. Guevara López, Naimy González de Posada, Daniel Moura, Isabel Ramos, Joana Loureiro."MIWAD: A SOFTWARE SUITE FOR BUILDING CAD METHODS".ICEM15: 15th International Conference on Experimental Mechanics, FEUP-EURASEM-APAET, Porto/Portugal, 22-27 July 2012. ISBN: 978-972-8826-26-04.
  • Noel Pérez, Miguel A. Guevara, Augusto Silva. "EVALUATION OF FEATURES SELECTION METHODS FOR BREAST CANCER CLASSIFICATION". ICEM15: 15th International Conference on Experimental Mechanics, FEUP-EURASEM-APAET, Porto/Portugal, 22-27July 2012. ISBN: 978-972-8826-26-0
  • Guillermo Díaz-Herrero, José Miguel Franco-Valiente, César Suárez-Ortega, Manuel Rubio-del-Solar, Carmen Martín-Moreno, Miguel Ángel Guevara-López, Naimy González-de-Posada, Raúl Ramos-Pollán, Isabel Ramos, Joanna Loureiro, Teresa Fernández, Bruno Araújo, Inés C. Moreira. "THE IMED PROJECT: FIRST RESULTS. EXPLOITING E-INFRASTRUCTURES FOR RESEARCH IN BREAST CANCER cad METHODS". Proceedings of the Joint GISELA-CHAIN conference, Mexico City / Mexico, 27-29 June 2012. COMETA 2012.
  • Raul Ramos Pollán, M. Rubio del Solar, J.M. Franco Valiente, J. Engelmo Moriche, Naimy Gonzalez de Posada, J.A. Valdes Torres, Mario A. Pires Vaz, Miguel Angel Guevara López. "EXPLOITING E-INFRASTRUCTURES FOR MEDICAL IMAGE STORAGE AND ANALYSIS: A GRID APPLICATION FOR MAMMOGRAPHY CAD." Seventh IASTED International Conference on Biomedical Engineering. 2010. February 17-19, Innsbruck, Austria. Biomedical Engineering (Vol. 1 and Vol. 2) ISBN: I: 978-0-88986-825-0/II: 978-0-88986-827-4.
  • Raul Ramos Pollan, Jose Miguel Franco, Jorge Sevilla, Naimy Gonzalez de Posada, Noel Perez Perez, Mario A. Pires Vaz, Joanna Loureiro, Isabel Ramos, Miguel Angel Guevara Lopez. "Grid Computing for Breast Cancer CAD. A Pilot Experience in a Medical Environment." Ibergrid: 4th Iberian Grid Infrastructure Conference Proceedings, 2010: p. 307-318. Netbiblo, 2010. ISBN: 978-84-9745-549-7.

Press and TV

Oral Presentation in Congress

  • CIARP 2013 - 18th Iberoamerican Congress on Pattern Recognition, Hotel Palco, November 20-23, Havana, Cuba.
  • RCOMM 2013 - 4th RapidMiner Community Meeting and Conference, Faculty of Engineering, University of Porto, August 27 - 30, 2013, Porto, Portugal.
  • HealthCom'13: International Conference on E-health Networking, Application & Services. October 9-12, 2013. Lisbon, Portugal. (slides)
  • IWBBIO 2013: International Work-Conference on Bioinformatics and Biomedical Engineering. March 18-20, 2013. Granada, Spain.
  • Simposium "Methods in Breast Cancer Computer Aided Diagnosis" ICEM 2012: 15th International Conference on Experimental Mechanics, FEUP-EURASEM-APAET. July 22-27, 2012. Porto, Portugal.
  • GISELA Chain 2012: Joint GISELA-CHAIN conference. June 27-29, 2012. Mexico City, Mexico.
  • FUTURE COMPUTING 2011: The Third International Conference on Future Computational Technologies and Applications. September 25-30, 2011. Rome, Italy.
  • IBERGRID 2011: 5th Iberian Grid Infrastructure Conference. June 8-10, 2011. Santader, Spain.
  • CIARP 2010: 15th Iberoamerican Congress on Pattern Recognition. November 08-11, 2010. University of São Paulo, Brazil.
  • EMBC 2010: 32nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society. August 31 - September 4, 2010, Buenos Aires, Argentina.
  • II Jornada Hispano-Portuguesa de Imagen y e-Ciencia en el Cáncer de Mama. Noviembre 15, 2010, Universidad Politécnica de Valencia. Valencia, España.
  • IBERGRID 2010: 4rd Iberian Grid Infrastructure Conference. May 24-27, 2010. Braga, Portugal.
  • BIOMED 2010: Seventh IASTED International Conference on Biomedical Engineering. February 17-19, 2010. Innsbruck, Austria.
  • IBERGRID 2009: 3rd Iberian Grid Infrastructure Conference. May 20-22, 2009. Valencia, Spain.
  • 3o. Congresso Nacional de Biomecânica. 2009. Instituto Politécnico de Bragança, Bragança, Portugal.
  • RECPAD 2009: 15th edition of the Portuguese Conference on Pattern Recognition, sponsored by APRP (Portuguese Association for Pattern Recognition). University of Aveiro, October 23rd, 2009. Aveiro, Portugal.
  • 13th Iberoamerican Congress on Pattern Recognition (CIARP 2008). Havana, Cuba. September 9-12.

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