Rafael Llobet

28 papers B 5Misc 1Journal 14Unranked 8
YearRankTypeTitle / Venue / Authors
2025 J jnl
A machine learning approach for type 2 diabetes diagnosis and prognosis using tailored heterogeneous feature subsets.
Medical Biol. Eng. Comput.
Jose Ramón Navarro-Cerdán, Pedro Pons-Suñer, Laura Arnal, Joaquim Arlandis, Rafael Llobet, Juan-Carlos Perez-Cortes, Francisco Lara-Hernández, Celeste Moya-Valera, Maria Elena Quiroz-Rodriguez, Gemma Rojo-Martinez, Sergio Valdés, Eduard Montanya, Alfonso L. Calle-Pascual, Josep Franch-Nadal, Elias Delgado, Luis Castaño, Ana-Bárbara García-García, Felipe Javier Chaves
2025 J jnl
Feature Identification Using Hypotheses of Relevance and a 2D-Cascade of SEQENS Ensembles.
Expert Syst. J. Knowl. Eng.
Joaquim Arlandis, Rafael Llobet, Jose Ramón Navarro-Cerdán, Laura Arnal, François Signol, Juan-Carlos Perez-Cortes
2025 J jnl
Identification of relevant features using SEQENS to improve supervised machine learning models predicting AML treatment outcome.
BMC Medical Informatics Decis. Mak.
Pedro Pons-Suñer, François Signol, Noemi Alvarez, Claudia Sargas, Sara Dorado, Jose Vicente Gil Ortí, Juan A. Delgado Sanchis, Marta Llop, Laura Arnal, Rafael Llobet, Juan-Carlos Perez-Cortes, Rosa Ayala, Eva Barragán
2025 J jnl
Three-Blind Validation Strategy of Deep Learning Models for Image Segmentation.
J. Imaging
Andrés Larroza, Francisco Javier Pérez-Benito, Raquel Tendero, Juan-Carlos Perez-Cortes, Marta Román, Rafael Llobet
2023 J jnl
SEQENS: An ensemble method for relevant gene identification in microarray data.
Comput. Biol. Medicine
François Signol, Laura Arnal, J. Ramon Navarro-Cerdan, Rafael Llobet, Joaquim Arlandis, Juan-Carlos Perez-Cortes
2022 J jnl
A deep learning framework to classify breast density with noisy labels regularization.
Comput. Methods Programs Biomed.
Hector Lopez-Almazan, Francisco Javier Pérez-Benito, Andrés Larroza, Juan-Carlos Perez-Cortes, Marina Pollán, Beatriz Pérez-Gómez, Dolores Salas-Trejo, María Casals, Rafael Llobet
2022 J jnl
Extended a Priori Probability (EAPP): A Data-Driven Approach for Machine Learning Binary Classification Tasks.
IEEE Access
Vicent Ortiz Castelló, Francisco Javier Pérez-Benito, Omar del Tejo Catalá, Ismael Salvador Igual, Rafael Llobet, Juan-Carlos Perez-Cortes
2021 J jnl
Bias Analysis on Public X-Ray Image Datasets of Pneumonia and COVID-19 Patients.
IEEE Access
Omar del Tejo Catalá, Ismael Salvador Igual, Francisco Javier Pérez-Benito, David Millán Escrivá, Vicent Ortiz Castelló, Rafael Llobet, Juan-Carlos Perez-Cortes
2020 J jnl
A deep learning system to obtain the optimal parameters for a threshold-based breast and dense tissue segmentation.
Comput. Methods Programs Biomed.
Francisco Javier Pérez-Benito, François Signol, Juan-Carlos Perez-Cortes, Alejandro Fuster Baggetro, Marina Pollán, Beatriz Pérez-Gómez, Dolores Salas-Trejo, María Casals, Inmaculada Martínez, Rafael Llobet
2019 J jnl
Global parenchymal texture features based on histograms of oriented gradients improve cancer development risk estimation from healthy breasts.
Comput. Methods Programs Biomed.
Francisco Javier Pérez-Benito, François Signol, Juan-Carlos Perez-Cortes, Marina Pollán, Beatriz Pérez-Gómez, Dolores Salas-Trejo, María Casals, Inmaculada Martínez, Rafael Llobet
2016 J jnl
Composition of Constraint, Hypothesis and Error Models to improve interaction in Human-Machine Interfaces.
Inf. Fusion
J. Ramon Navarro-Cerdan, Rafael Llobet, Joaquim Arlandis, Juan-Carlos Perez-Cortes
2015 — conf
BIMCV: Synergy between Peta Bytes of data in population medical imaging, computer aided diagnosis and AVR.
MIE
María de la Iglesia-Vayá, José María Salinas, Gonzalo M. Rojas, Juan-Carlos Perez-Cortes, Rafael Llobet, Miguel Cazorla, Jacobo Martínez, Luis Martí-Bonmatí, Ignacio Blanquer, Manuel Regaña, José Miguel Puig
2015 J jnl
Batch-adaptive rejection threshold estimation with application to OCR post-processing.
Expert Syst. Appl.
J. Ramon Navarro-Cerdan, Joaquim Arlandis, Rafael Llobet, Juan-Carlos Perez-Cortes
2014 J jnl
Semi-automated and fully automated mammographic density measurement and breast cancer risk prediction.
Comput. Methods Programs Biomed.
Rafael Llobet, Marina Pollán, Joaquín Antón, Josefa Miranda-García, María Casals, Inmaculada Martínez, Francisco Ruiz-Perales, Beatriz Pérez-Gómez, Dolores Salas-Trejo, Juan-Carlos Perez-Cortes
2011 — conf
Improvement of Embedded Human-Machine Interfaces Combining Language, Hypothesis and Error Models.
DEXA Workshops
Juan-Carlos Perez-Cortes, Rafael Llobet, J. Ramon Navarro-Cerdan, Joaquim Arlandis
2010 — conf
Demonstrations of Computer Vision Applications.
DEXA Workshops
Ismael Salvador, Juan-Carlos Perez-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
2010 — conf
Efficient OCR Post-Processing Combining Language, Hypothesis and Error Models.
SSPR/SPR
Rafael Llobet, J. Ramon Navarro-Cerdan, Juan-Carlos Perez-Cortes, Joaquim Arlandis
2010 B conf
OCR Post-processing Using Weighted Finite-State Transducers.
ICPR
Rafael Llobet, Jose-Ramon Cerdan-Navarro, Juan-Carlos Perez-Cortes, Joaquim Arlandis
2010 — conf
Rejection Threshold Estimation for an Unknown Language Model in an OCR Task.
SSPR/SPR
Joaquim Arlandis, Juan-Carlos Perez-Cortes, J. Ramon Navarro-Cerdan, Rafael Llobet
2010 B conf
User-Defined Expected Error Rate in OCR Postprocessing by Means of Automatic Threshold Estimation.
ICFHR
J. Ramon Navarro-Cerdan, Joaquim Arlandis, Juan-Carlos Perez-Cortes, Rafael Llobet
2010 B conf
Using Field Interdependence to Improve Correction Performance in a Transducer-Based OCR Post-Processing System.
ICFHR
Juan-Carlos Perez-Cortes, Rafael Llobet, J. Ramon Navarro-Cerdan, Joaquim Arlandis
2007 J jnl
Computer-aided detection of prostate cancer.
Int. J. Medical Informatics
Rafael Llobet, Juan-Carlos Perez-Cortes, Alejandro H. Toselli, Alfons Juan
2005 — conf
Comparison of Feature Extraction Methods for Breast Cancer Detection.
IbPRIA (2)
Rafael Llobet, Roberto Paredes, Juan-Carlos Perez-Cortes
2003 Misc conf
Computer-Aided Prostate Cancer Detection in Ultrasonographic Images.
IbPRIA
Rafael Llobet, Alejandro H. Toselli, Juan-Carlos Perez-Cortes, Alfons Juan
2002 — conf
Training Set Expansion in Handwritten Character Recognition.
SSPR/SPR
Javier Cano-Perez, Juan-Carlos Perez-Cortes, Joaquim Arlandis, Rafael Llobet
2000 — conf
Fast and Accurate Handwritten Character Recognition Using Approximate Nearest Neighbours Search on Large Databases.
SSPR/SPR
Juan-Carlos Perez-Cortes, Rafael Llobet, Joaquim Arlandis
2000 B conf
Handwritten Character Recognition using the Continuous Distance Transformation.
ICPR
Joaquim Arlandis, Juan-Carlos Perez-Cortes, Rafael Llobet
2000 B conf
Stochastic Error-Correcting Parsing for OCR Post-Processing.
ICPR
Juan-Carlos Perez-Cortes, Juan-Carlos Amengual, Joaquim Arlandis, Rafael Llobet