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Universitat Politècnica de València: Valencia, Valenciana, ES

(Departamento de Sistemas Informáticos y Computación)
Employment
Source: Self-asserted source
Rafael Llobet

Works (27)

Breast Delineation in Full-Field Digital Mammography Using the Segment Anything Model

Diagnostics
2024-05-15 | Journal article
Contributors: Andrés Larroza; Francisco Javier Pérez-Benito; Raquel Tendero; Juan Carlos Perez-Cortes; Marta Román; Rafael Llobet
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Crossref
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Preferred source (of 2)‎

Machine-learning approach for Type 2 Diabetes diagnosis and prognosis models over heterogeneous feature spaces

2023-07-28 | Preprint
Contributors: J.Ramón Navarro-Cerdán; Pedro Pons-Suñer; Laura Arnal; Joaquim Arlandis; Rafael Llobet; Juan-Carlos Pérez-Cortés; Francisco Lara-Hernández; Luis Alvarez; Ana-Bárbara García-García; Felipe Javier Chaves
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Crossref

A Supervised Machine Learning Model to Predict Therapy Response and Mortality at 90 days After Acute Myeloid Leukemia Diagnosis

2023-06-29 | Preprint
Contributors: Juan A. Delgado Sanchis; Pedro Pons-Suñer; Noemi Alvarez; Claudia Sargas; Sara Dorado; Jose Vicente Gil Ortí; François Signol; Marta Llop; Laura Arnal; Rafael Llobet et al.
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Crossref

SEQENS: An ensemble method for relevant gene identification in microarray data

Computers in Biology and Medicine
2023-01 | Journal article
Contributors: François Signol; Laura Arnal; J. Ramón Navarro-Cerdán; Rafael Llobet; Joaquim Arlandis; Juan-Carlos Perez-Cortes
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Crossref

Extended a Priori Probability (EAPP): A Data-Driven Approach for Machine Learning Binary Classification Tasks

IEEE Access
2022 | Journal article
Contributors: Vicent Ortiz Castello; Francisco Javier Perez-Benito; Omar Del Tejo Catala; Ismael Salvador Igual; Rafael Llobet; Juan-Carlos Perez-Cortes
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Crossref

Breast Dense Tissue Segmentation with Noisy Labels: A Hybrid Threshold-Based and Mask-Based Approach

Diagnostics
2022-07-28 | Journal article
Contributors: Andrés Larroza; Francisco Javier Pérez-Benito; Juan-Carlos Perez-Cortes; Marta Román; Marina Pollán; Beatriz Pérez-Gómez; Dolores Salas-Trejo; María Casals; Rafael Llobet
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Crossref

A deep learning framework to classify breast density with noisy labels regularization

Computer Methods and Programs in Biomedicine
2022-06 | Journal article
Contributors: Hector Lopez-Almazan; Francisco Javier Pérez-Benito; Andrés Larroza; Juan-Carlos Perez-Cortes; Marina Pollan; Beatriz Perez-Gomez; Dolores Salas Trejo; María Casals; Rafael Llobet
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Crossref

Bias Analysis on Public X-Ray Image Datasets of Pneumonia and COVID-19 Patients

IEEE Access
2021 | Journal article
Contributors: Omar Del Tejo Catala; Ismael Salvador Igual; Francisco Javier Perez-Benito; David Millan Escriva; Vicent Ortiz Castello; Rafael Llobet; Juan-Carlos Perez-Cortes
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Crossref

Occupation, occupational exposures and mammographic density in Spanish women

Environmental Research
2021-04 | Journal article
Contributors: Tamara Jiménez; Javier García-Pérez; Rudolf van der Haar; Miguel Ángel Alba; Pilar Lucas; María Ángeles Sierra; Nerea Fernández de Larrea-Baz; Dolores Salas-Trejo; Rafael Llobet; Inmaculada Martínez et al.
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Crossref

Overeating, caloric restriction and mammographic density in Spanish women. DDM-Spain study

Maturitas
2018-11 | Journal article
Contributors: María del Pilar del Pozo; Adela Castelló; Carmen Vidal; Dolores Salas-Trejo; Carmen Sánchez-Contador; Carmen Pedraz-Pingarrón; Pilar Moreo; Carmen Santamariña; María Ederra; Rafael Llobet et al.
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Crossref

Semi-automated and fully automated mammographic density measurement and breast cancer risk prediction

Computer Methods and Programs in Biomedicine
2014 | Journal article
DOI:

10.1016/j.cmpb.2014.01.021

EID:

2-s2.0-84903202078

Contributors: Llobet, R.; Pollán, M.; Antón, J.; Miranda-García, J.; Casals, M.; Martínez, I.; Ruiz-Perales, F.; Pérez-Gómez, B.; Salas-Trejo, D.; Pérez-Cortés, J.-C.
Source: Self-asserted source
Rafael Llobet via Scopus - Elsevier
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Preferred source (of 2)‎

Validation of DM-scan, a computer-assisted tool to assess mammographic density in full-field digital mammograms

SpringerPlus
2013 | Journal article
DOI:

10.1186/2193-1801-2-242

EID:

2-s2.0-84878800280

Contributors: Pollán, M.; Llobet, R.; Miranda-García, J.; Antón, J.; Casals, M.; Martínez, I.; Palop, C.; Ruiz-Perales, F.; Sánchez-Contador, C.; Vidal, C. et al.
Source: Self-asserted source
Rafael Llobet via Scopus - Elsevier

Women's features and inter-/intra-rater agreement on mammographic density assessment in full-field digital mammograms (DDM-SPAIN)

Breast Cancer Research and Treatment
2012 | Journal article
DOI:

10.1007/s10549-011-1833-3

EID:

2-s2.0-84858001693

Contributors: Pérez-Gómez, B.; Ruiz, F.; Martínez, I.; Casals, M.; Miranda, J.; Sánchez-Contador, C.; Vidal, C.; Llobet, R.; Pollán, M.; Salas, D.
Source: Self-asserted source
Rafael Llobet via Scopus - Elsevier

Improvement of embedded human-machine interfaces combining language, hypothesis and error models

Proceedings - International Workshop on Database and Expert Systems Applications, DEXA
2011 | Conference paper
DOI:

10.1109/DEXA.2011.40

EID:

2-s2.0-84880896823

Contributors: Perez-Cortes, J.-C.; Llobet, R.; Ramon Navarro-Cerdan, J.; Arlandis, J.
Source: Self-asserted source
Rafael Llobet via Scopus - Elsevier

Demonstrations of computer vision applications

Proceedings - 21st International Workshop on Database and Expert Systems Applications, DEXA 2010
2010 | Conference paper
DOI:

10.1109/DEXA.2010.83

EID:

2-s2.0-78449296277

Contributors: Salvador, I.; Perez-Cortes, J.-C.; Saez-Barona, S.; Carrión, D.; Graciá, L.; Gavilá, J.-V.; Guardiola, J.-L.; Puertos, J.-V.; Díaz, V.; Albero, M. et al.
Source: Self-asserted source
Rafael Llobet via Scopus - Elsevier

Efficient OCR post-processing combining language, hypothesis and error models

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2010 | Book
DOI:

10.1007/978-3-642-14980-1_72

EID:

2-s2.0-77958498586

Contributors: Llobet, R.; Navarro-Cerdan, J.R.; Perez-Cortes, J.-C.; Arlandis, J.
Source: Self-asserted source
Rafael Llobet via Scopus - Elsevier

OCR post-processing using weighted finite-state transducers

Proceedings - International Conference on Pattern Recognition
2010 | Conference paper
DOI:

10.1109/ICPR.2010.498

EID:

2-s2.0-78149471762

Contributors: Llobet, R.; Navarro-Cerdan, J.R.; Perez-Cortes, J.-C.; Arlandis, J.
Source: Self-asserted source
Rafael Llobet via Scopus - Elsevier

Rejection threshold estimation for an unknown language model in an ocr task

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2010 | Book
DOI:

10.1007/978-3-642-14980-1_73

EID:

2-s2.0-77958513990

Contributors: Arlandis, J.; Perez-Cortes, J.-C.; Navarro-Cerdan, J.R.; Llobet, R.
Source: Self-asserted source
Rafael Llobet via Scopus - Elsevier

User-defined expected error rate in OCR postprocessing by means of automatic threshold estimation

Proceedings - 12th International Conference on Frontiers in Handwriting Recognition, ICFHR 2010
2010 | Conference paper
DOI:

10.1109/ICFHR.2010.126

EID:

2-s2.0-79951719827

Contributors: Navarro-Cerdan, J.R.; Arlandis, J.; Perez-Cortes, J.-C.; Llobet, R.
Source: Self-asserted source
Rafael Llobet via Scopus - Elsevier

Using field interdependence to improve correction performance in a transducer-based OCR post-processing system

Proceedings - 12th International Conference on Frontiers in Handwriting Recognition, ICFHR 2010
2010 | Conference paper
DOI:

10.1109/ICFHR.2010.99

EID:

2-s2.0-79951707169

Contributors: Perez-Cortes, J.-C.; Llobet, R.; Navarro-Cerdan, J.R.; Arlandis, J.
Source: Self-asserted source
Rafael Llobet via Scopus - Elsevier

Mammographic density classification based on local histograms

Proceedings of the 1st International Workshop on Medical Image Analysis and Description for Diagnosis Systems, MIAD 2009 in Conjunction with BIOSTEC 2009
2009 | Conference paper
EID:

2-s2.0-67650512302

Contributors: Llobet, R.; Solves, J.A.; Perez-Cortes, J.C.; Ruiz-Perales, F.
Source: Self-asserted source
Rafael Llobet via Scopus - Elsevier

Computer-aided detection of prostate cancer

International Journal of Medical Informatics
2007 | Journal article
DOI:

10.1016/j.ijmedinf.2006.03.001

EID:

2-s2.0-34247895549

Contributors: Llobet, R.; Pérez-Cortés, J.C.; Toselli, A.H.; Juan, A.
Source: Self-asserted source
Rafael Llobet via Scopus - Elsevier

Comparison of feature extraction methods for breast cancer detection

Lecture Notes in Computer Science
2005 | Conference paper
EID:

2-s2.0-25144502819

Contributors: Llobet, R.; Paredes, R.; Pérez-Cortés, J.C.
Source: Self-asserted source
Rafael Llobet via Scopus - Elsevier

Computer-aided prostate cancer detection in ultrasonographic images

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2003 | Book
EID:

2-s2.0-35248882608

Contributors: Llobet, R.; Toselli, A.H.; Perez-Cortes, J.C.; Juan, A.
Source: Self-asserted source
Rafael Llobet via Scopus - Elsevier

Fast and accurate handwritten character recognition using approximate nearest neighbours search on large databases

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2000 | Book
EID:

2-s2.0-25144457777

Contributors: Pérez-Cortes, J.C.; Llobet, R.; Arlandis, J.
Source: Self-asserted source
Rafael Llobet via Scopus - Elsevier

Handwritten character recognition using the continues distance transformation

Proceedings - International Conference on Pattern Recognition
2000 | Conference paper
EID:

2-s2.0-0010748723

Contributors: Arlandis, J.; Perez-Cortes, J.-C.; Llobet, R.
Source: Self-asserted source
Rafael Llobet via Scopus - Elsevier

Stochastic error-correcting parsing for ocr post-processing

Proceedings - International Conference on Pattern Recognition
2000 | Conference paper
EID:

2-s2.0-33750919420

Contributors: Perez-Cortes, J.C.; Amengual, J.C.; Arlandis, J.; Llobet, R.
Source: Self-asserted source
Rafael Llobet via Scopus - Elsevier