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Rafael Molina

University of Granada

56H-index
497Paper Count
1.3WCitation Count
Published Papers 98
Publication Date
Bridging the synthetic-to-real gap in single image dehazing
err2026-03-24
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PREAI
errStepan Babayan; Francisco Javier Sáez-Maldonado; Javier Mateos; Rafael Molina
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Torchmil: A PyTorch-based library for deep multiple instance learning
err2026-03-10
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errOAAI
errFrancisco M. Castro-Macías; Francisco J. Sáez-Maldonado; Pablo Morales-Álvarez; Rafael Molina
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Probabilistic smooth attention for deep multiple instance learning in medical imaging
err2025-07-08
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errOAAI
errFrancisco M. Castro-Macías; Pablo Morales-Álvarez; Yunan Wu; Rafael Molina; Aggelos K. Katsaggelos
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A fusocelular skin dataset with whole slide images for deep learning models
err2025-05-14
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errOAAI
errdel Amor, Rocio; Lopez-Perez, Miguel; Meseguer, Pablo; Morales, Sandra; Terradez, Liria; Aneiros-Fernandez, Jose; Mateos, Javier; Molina, Rafael; Naranjo, Valery
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LCNet: Lightweight Cycle Network Driven by Physical and Deep Prior for Compressed Sensing
err2025-01-01
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PREAI
errShuowen Yang; Fernando Pérez-Bueno; Hanlin Qin; Rafael Molina; Aggelos K. Katsaggelos
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The CrowdGleason dataset: Learning the Gleason grade from crowds and experts☆
err2024-12-01
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errOAAI
errLopez-Perez, Miguel; Morquecho, Alba; Schmidt, Arne; Perez-Bueno, Fernando; Martin-Castro, Aurelio; Mateos, Javier; Molina, Rafael
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Focused active learning for histopathological image classification *
err2024-07-01
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errOAAI
errSchmidt, Arne; Morales-Alvarez, Pablo; Cooper, Lee A. D.; Newberg, Lee A.; Enquobahrie, Andinet; Molina, Rafael; Katsaggelos, Aggelos K.
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An end-to-end approach to combine attention feature extraction and Gaussian Process models for deep multiple instance learning in CT hemorrhage detection
err2024-04-01
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PREAI
errPerez-Cano, Jose; Wu, Yunan; Schmidt, Arne; Lopez-Perez, Miguel; Morales-Alvarez, Pablo; Molina, Rafael; Katsaggelos, Aggelos K.
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Learning from crowds for automated histopathological image segmentation
err2024-03-01
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errOAAI
errLopez-Perez, Miguel; Morales-Alvarez, Pablo; Cooper, Lee A. D.; Felicelli, Christopher; Goldstein, Jeffery; Vadasz, Brian; Molina, Rafael; Katsaggelos, Aggelos K.
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Are you sure it's an artifact? Artifact detection and uncertainty quantification in histological images
err2024-03-01
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errOAAI
errKanwal, Neel; Lopez-Perez, Miguel; Kiraz, Umay; Zuiverloon, Tahlita C. M.; Molina, Rafael; Engan, Kjersti
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Introducing instance label correlation in multiple instance learning. Application to cancer detection on histopathological images
err2024-02-01
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errOAAI
errMorales-Alvarez, Pablo; Schmidt, Arne; Hernandez-Lobato, Jose Miguel; Molina, Rafael
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Annotation protocol and crowdsourcing multiple instance learning classification of skin histological images: The CR-AI4SkIN dataset
err2023-11-01
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PREAI
errdel Amor, Rocio; Perez-Cano, Jose; Lopez-Perez, Miguel; Terradez, Liria; Aneiros-Fernandez, Jose; Morales, Sandra; Mateos, Javier; Molina, Rafael; Naranjo, Valery
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Probabilistic fusion of crowds and experts for the search of gravitational waves
err2023-02-01
err4
errOAAI
errRuiz, Pablo; Morales-Alvarez, Pablo; Coughlin, Scott; Molina, Rafael; Katsaggelos, Aggelos K.
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Deep Gaussian Processes for Classification With Multiple Noisy Annotators. Application to Breast Cancer Tissue Classification
err2023-01-01
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errOAAI
errLopez-Perez, Miguel; Morales-Alvarez, Pablo; Cooper, Lee A. D.; Molina, Rafael; Katsaggelos, Aggelos K.
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Proportion constrained weakly supervised histopathology image classification
err2022-08-01
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errOAAI
errSilva-Rodriguez, Julio; Schmidt, Arne; Sales, Maria A.; Molina, Rafael; Naranjo, Valery
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