Miguel Ángel Guevara-López

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 13

Top Topics

Ensemble Learning

Convolutional Neural Networks

Top Venues

CENTERIS/ProjMAN/HCist

Artif. Intell. Medicine

Publications

José Rubén Pozo Pérez, Yanelys Fernández Llerena, Yusbel Chávez Castilla, Edel Garcia Reyes, Luís Gonzaga Magalhães, Miguel Ángel Guevara-López
AOI for automotive industry - a quality assessment approach combining 2D and 3D sensors. Web3D (2024)
Telmo Adão, João Oliveira, Somayeh Shahrabadi, Hugo Jesus, Marco Fernandes, Ângelo Costa, Vânia Ferreira, Martinho Gonçalves, Miguel Ángel Guevara-López, Emanuel Peres, Luís Gonzaga Magalhães
Empowering Deaf-Hearing Communication: Exploring Synergies between Predictive and Generative AI-Based Strategies towards (Portuguese) Sign Language Interpretation. J. Imaging 9 (11) (2023)
Paolo Rota, Miguel Ángel Guevara-López, Francesco Setti
Editorial for the Special Issue on Industrial Machine Learning Applications. J. Imaging 9 (12) (2023)
João Nuno Centeno Raimundo, João Pedro Pereira Fontes, Luís Gonzaga Mendes Magalhães, Miguel Ángel Guevara-López
An Innovative Faster R-CNN-Based Framework for Breast Cancer Detection in MRI. J. Imaging 9 (9) (2023)
Somayeh Shahrabadi, José Rodrigues, Iara Margolis, Luis Evangelista, Nuno J. Sousa, Emanuel Sousa, Miguel Ángel Guevara-López, Luís Gonzaga Magalhães, Emanuel Peres, Telmo Adão
Digital Tools for Aircraft Maintenance: Prototyping Location-Aware AOI for Engine Assessment and Cable Routing Solutions. ICGI (2023)
José Pérez, Javier León, Yusbel Chávez Castilla, Somayeh Shahrabadi, Vitor Anjos, Telmo Adão, Miguel Ángel Guevara-López, Emanuel Peres, Luís Magalhães, Dibet Garcia Gonzalez
A cloud-based 3D real-time inspection platform for industry: a case-study focusing automotive cast iron parts. CENTERIS/ProjMAN/HCist (2022)
Javier Jorge, Germán Moltó, J. Damiàn Segrelles Quilis, João Pedro Fontes, Miguel Ángel Guevara-López
Deployment Service for Scalable Distributed Deep Learning Training on Multiple Clouds. CLOSER (2021)
Tiago F. Pereira, Arthur Matta, Carlos M. Mayea, Frederico Pereira, Nelson Monroy, João Jorge, Tiago Rosa, Carlos E. Salgado, Ana Lima, Ricardo J. Machado, Luís Magalhães, Telmo Adão, Miguel Ángel Guevara-López, Dibet Garcia Gonzalez
A web-based Voice Interaction framework proposal for enhancing Information Systems user experience. CENTERIS/ProjMAN/HCist (2021)
Dibet Garcia Gonzalez, Yusbel Chavez Castilla, Somayeh Shaharadaby, Ana Mackay, Lúcia Soares, Pedro Guimarães, Francisco Morais, Joel Puga, Filipe Meneses, Adriano J. C. Moreira, Miguel Machado, Telmo Adão, Luís Magalhães, Miguel Ángel Guevara-López
A Ubiquitous Service-Oriented Automatic Optical Inspection Platform for Textile Industry. CENTERIS/ProjMAN/HCist (2021)
Paulo Brito, João Pedro Fontes, Nuno Miquelina, Miguel Ángel Guevara-López
AGATHA: Face Benchmarking Dataset for Exploring Criminal Surveillance Methods on Open Source Data. ICGI (2018)
John Edison Arevalo Ovalle, Fabio A. González, Raúl Ramos-Pollán, José Luís Oliveira, Miguel Ángel Guevara-López
Representation learning for mammography mass lesion classification with convolutional neural networks. Comput. Methods Programs Biomed. 127 (2016)
Noel Pérez, Miguel Ángel Guevara-López, Augusto Silva, Isabel Ramos
Improving the Mann-Whitney statistical test for feature selection: An approach in breast cancer diagnosis on mammography. Artif. Intell. Medicine 63 (1) (2015)
John Edison Arevalo Ovalle, Fabio A. González, Raúl Ramos-Pollán, José Luís Oliveira, Miguel Ángel Guevara-López
Convolutional neural networks for mammography mass lesion classification. EMBC (2015)
Pedro Cunha, Daniel C. Moura, Miguel Ángel Guevara-López, Conceição Guerra, Daniela Pinto, Isabel Ramos
Impact of Ensemble Learning in the Assessment of Skeletal Maturity. J. Medical Syst. 38 (9) (2014)
Cesar Suarez Ortega, Jose Miguel Franco-Valiente, Manuel Rubio del Solar, Guillermo Díaz-Herrero, Miguel Ángel Guevara-López, Naimy González-de-Posada, Daniel C. Moura, Pedro Cunha, Isabel Ramos, Joana Loureiro, Bruno M. Ferreira de Araújo
Improving the breast cancer diagnosis using digital repositories. IWBBIO (2013)
Daniel C. Moura, Miguel Ángel Guevara-López
An evaluation of image descriptors combined with clinical data for breast cancer diagnosis. Int. J. Comput. Assist. Radiol. Surg. 8 (4) (2013)
Daniel Cardoso Moura, Miguel Ángel Guevara-López, Pedro Cunha, Naimy González-de-Posada, Raúl Ramos-Pollán, 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). CIARP (1) (2013)
Pedro Cunha, Miguel Ángel Guevara-López, Ana Messias, Salomão Rocha, Rita Reis, Pedro M. G. Nicolau
A method for segmentation of dental implants and crestal bone. Int. J. Comput. Assist. Radiol. Surg. 8 (5) (2013)
Damià Segrelles, Ignacio Blanquer, José Salavert Torres, Vicente Hernández, Jose Miguel Franco-Valiente, Guillermo Díaz-Herrero, Raúl Ramos-Pollán, Rosana Medina, Luis Martí-Bonmatí, Miguel Ángel Guevara-López, Naymi González, Joana Loureiro, Isabel Ramos
Exchanging Data for Breast Cancer Diagnosis on Heterogeneous Grid Platforms. Comput. Informatics 31 (1) (2012)
Raúl Ramos-Pollán, Miguel Ángel Guevara-López, Eugénio C. Oliveira
A Software Framework for Building Biomedical Machine Learning Classifiers through Grid Computing Resources. J. Medical Syst. 36 (4) (2012)
Raúl Ramos-Pollán, Miguel Ángel Guevara-López, Cesar Suarez Ortega, Guillermo Díaz-Herrero, Jose Miguel Franco-Valiente, Manuel Rubio del Solar, Naimy González-de-Posada, Mário Augusto Pires Vaz, Joana Loureiro, Isabel Ramos
Discovering Mammography-based Machine Learning Classifiers for Breast Cancer Diagnosis. J. Medical Syst. 36 (4) (2012)
Raúl Ramos-Pollán, Miguel Ángel Guevara-López, Eugénio C. Oliveira
Introducing ROC Curves as Error Measure Functions: A New Approach to Train ANN-Based Biomedical Data Classifiers. CIARP (2010)