Rafael Llobet

Publication Activity (10 Years)

Years Active: 2000-2023
Publications (10 Years): 7

Top Topics

Binary Classification Tasks

Top Venues

Comput. Methods Programs Biomed.

Comput. Biol. Medicine

Publications

François Signol, Laura Arnal, J. Ramon Navarro-Cerdan, Rafael Llobet, Joaquim Arlandis, Juan Carlos Pérez-Cortes
SEQENS: An ensemble method for relevant gene identification in microarray data. Comput. Biol. Medicine 152 (2023)
Vicent Ortiz Castelló, Francisco Javier Pérez-Benito, Omar del Tejo Catalá, Ismael Salvador Igual, Rafael Llobet, Juan Carlos Pérez-Cortes
Extended a Priori Probability (EAPP): A Data-Driven Approach for Machine Learning Binary Classification Tasks. IEEE Access 10 (2022)
Hector Lopez-Almazan, Francisco Javier Pérez-Benito, Andrés Larroza, Juan Carlos Pérez-Cortes, Marina Pollán, Beatriz Pérez-Gómez, Dolores Salas-Trejo, María Casals, Rafael Llobet
A deep learning framework to classify breast density with noisy labels regularization. Comput. Methods Programs Biomed. 221 (2022)
Omar del Tejo Catalá, Ismael Salvador Igual, Francisco Javier Pérez-Benito, David Millán Escrivá, Vicent Ortiz Castelló, Rafael Llobet, Juan Carlos Pérez-Cortes
Bias Analysis on Public X-Ray Image Datasets of Pneumonia and COVID-19 Patients. IEEE Access 9 (2021)
Francisco Javier Pérez-Benito, François Signol, Juan Carlos Pérez-Cortes, Alejandro Fuster Baggetro, Marina Pollán, Beatriz Pérez-Gómez, Dolores Salas-Trejo, María Casals, Inmaculada Martínez, Rafael Llobet
A deep learning system to obtain the optimal parameters for a threshold-based breast and dense tissue segmentation. Comput. Methods Programs Biomed. 195 (2020)
Francisco Javier Pérez-Benito, François Signol, Juan Carlos Pérez-Cortes, Marina Pollán, Beatriz Pérez-Gómez, Dolores Salas-Trejo, María Casals, Inmaculada Martínez, Rafael Llobet
Global parenchymal texture features based on histograms of oriented gradients improve cancer development risk estimation from healthy breasts. Comput. Methods Programs Biomed. 177 (2019)
J. Ramon Navarro-Cerdan, Rafael Llobet, Joaquim Arlandis, Juan Carlos Pérez-Cortes
Composition of Constraint, Hypothesis and Error Models to improve interaction in Human-Machine Interfaces. Inf. Fusion 29 (2016)
María de la Iglesia-Vayá, José María Salinas, Gonzalo M. Rojas, Juan Carlos Pérez-Cortes, Rafael Llobet, Miguel Cazorla, Jacobo Martínez, Luis Martí-Bonmatí, Ignacio Blanquer, Manuel Regaña, José Miguel Puig
BIMCV: Synergy between Peta Bytes of data in population medical imaging, computer aided diagnosis and AVR. MIE (2015)
J. Ramon Navarro-Cerdan, Joaquim Arlandis, Rafael Llobet, Juan Carlos Pérez-Cortes
Batch-adaptive rejection threshold estimation with application to OCR post-processing. Expert Syst. Appl. 42 (21) (2015)
Rafael Llobet, Marina Pollán, Joaquín Antón, Josefa Miranda-García, María Casals, Inmaculada Martínez, Francisco Ruiz-Perales, Beatriz Pérez-Gómez, Dolores Salas-Trejo, Juan Carlos Pérez-Cortes
Semi-automated and fully automated mammographic density measurement and breast cancer risk prediction. Comput. Methods Programs Biomed. 116 (2) (2014)
Juan Carlos Pérez-Cortes, Rafael Llobet, J. Ramon Navarro-Cerdan, Joaquim Arlandis
Improvement of Embedded Human-Machine Interfaces Combining Language, Hypothesis and Error Models. DEXA Workshops (2011)
Juan Carlos Pérez-Cortes, Rafael Llobet, J. Ramon Navarro-Cerdan, Joaquim Arlandis
Using Field Interdependence to Improve Correction Performance in a Transducer-Based OCR Post-Processing System. ICFHR (2010)
Ismael Salvador, Juan Carlos Pérez-Cortes, Sergio Sáez-Barona, Diego Carrion, Leandro Gracia, Jose-Vicente Gavila, Jose Luis Guardiola, Joan-Vicent Puertos, Victor Diaz, Marc Albero, Luis Andreu, Joaquim Arlandis, Javier Cano-Perez, Rafael Llobet, Jose-Ramon Cerdan-Navarro
Demonstrations of Computer Vision Applications. DEXA Workshops (2010)
J. Ramon Navarro-Cerdan, Joaquim Arlandis, Juan Carlos Pérez-Cortes, Rafael Llobet
User-Defined Expected Error Rate in OCR Postprocessing by Means of Automatic Threshold Estimation. ICFHR (2010)
Joaquim Arlandis, Juan Carlos Pérez-Cortes, J. Ramon Navarro-Cerdan, Rafael Llobet
Rejection Threshold Estimation for an Unknown Language Model in an OCR Task. SSPR/SPR (2010)
Rafael Llobet, J. Ramon Navarro-Cerdan, Juan Carlos Pérez-Cortes, Joaquim Arlandis
Efficient OCR Post-Processing Combining Language, Hypothesis and Error Models. SSPR/SPR (2010)
Rafael Llobet, Jose-Ramon Cerdan-Navarro, Juan Carlos Pérez-Cortes, Joaquim Arlandis
OCR Post-processing Using Weighted Finite-State Transducers. ICPR (2010)
Rafael Llobet, Juan Carlos Pérez-Cortes, Alejandro H. Toselli, Alfons Juan
Computer-aided detection of prostate cancer. Int. J. Medical Informatics 76 (7) (2007)
Rafael Llobet, Roberto Paredes, Juan Carlos Pérez-Cortes
Comparison of Feature Extraction Methods for Breast Cancer Detection. IbPRIA (2) (2005)
Rafael Llobet, Alejandro H. Toselli, Juan Carlos Pérez-Cortes, Alfons Juan
Computer-Aided Prostate Cancer Detection in Ultrasonographic Images. IbPRIA (2003)
Javier Cano-Perez, Juan Carlos Pérez-Cortes, Joaquim Arlandis, Rafael Llobet
Training Set Expansion in Handwritten Character Recognition. SSPR/SPR (2002)
Joaquim Arlandis, Juan Carlos Pérez-Cortes, Rafael Llobet
Handwritten Character Recognition using the Continuous Distance Transformation. ICPR (2000)
Juan Carlos Pérez-Cortes, Rafael Llobet, Joaquim Arlandis
Fast and Accurate Handwritten Character Recognition Using Approximate Nearest Neighbours Search on Large Databases. SSPR/SPR (2000)
Juan Carlos Pérez-Cortes, Juan-Carlos Amengual, Joaquim Arlandis, Rafael Llobet
Stochastic Error-Correcting Parsing for OCR Post-Processing. ICPR (2000)