VIP
PROCESAMIENTO DE LA INFORMACIÓN VISUAL
Publicaciones (253) Publicaciones en las que ha participado algún/a investigador/a
2024
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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
Expert Systems with Applications, Vol. 240
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Aprendizaje y enseñanza de las materias de la especialidad de Informática
Máster Universitario en Profesorado de Enseñanza Secundaria Obligatoria, Bachillerato, Formación Profesional y Enseñanza de Idiomas (MAES - Universidad Internacional de Andalucía) (Universidad Internacional de Andalucía), pp. 337-420
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Are you sure it's an artifact? Artifact detection and uncertainty quantification in histological images
Computerized Medical Imaging and Graphics, Vol. 112
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BCD-net: Stain separation of histological images using deep variational Bayesian blind color deconvolution
Digital Signal Processing: A Review Journal, Vol. 145
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Extracting Temporal Association Rules Over Datacubes
Lecture Notes in Networks and Systems
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Focused active learning for histopathological image classification
Medical Image Analysis, Vol. 95
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Hyperbolic Secant representation of the logistic function: Application to probabilistic Multiple Instance Learning for CT intracranial hemorrhage detection
Artificial Intelligence, Vol. 331
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Introducing instance label correlation in multiple instance learning. Application to cancer detection on histopathological images
Pattern Recognition, Vol. 146
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Learning from crowds for automated histopathological image segmentation
Computerized Medical Imaging and Graphics, Vol. 112
2023
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A Low Cost and Eco-Sustainable Device to Determine the End of the Disinfection Process in SODIS
Sensors, Vol. 23, Núm. 2
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A Robust BKSVD Method for Blind Color Deconvolution and Blood Detection on H &E Histological Images
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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Annotation protocol and crowdsourcing multiple instance learning classification of skin histological images: The CR-AI4SkIN dataset
Artificial Intelligence in Medicine, Vol. 145
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AppRendo solo: Aprendizaje-servicio transversal para desarrollo de software accesible
Actas de las Jornadas sobre la Enseñanza Universitaria de la Informática (JENUI), Núm. 8, pp. 25-32
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Bibliometric analysis of the global scientific production on machine learning applied to different cancer types
Environmental Science and Pollution Research, Vol. 30, Núm. 42, pp. 96125-96137
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Classification based on Association Rules: Complexity and Interestingness Guided Algorithm
International Conference on Electrical, Computer, Communications and Mechatronics Engineering, ICECCME 2023
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Crowdsourcing Segmentation of Histopathological Images Using Annotations Provided by Medical Students
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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Deep Bayesian Blind Color Deconvolution of Histological Images
Proceedings - International Conference on Image Processing, ICIP
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Deep Gaussian Processes for Classification With Multiple Noisy Annotators. Application to Breast Cancer Tissue Classification
IEEE Access, Vol. 11, pp. 6922-6934
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Deep Robust Image Restoration Using the Moore-Penrose Blur Inverse
Proceedings - International Conference on Image Processing, ICIP
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Extracting Temporal Relationships in EHR: Application to COVID-19 Patients
Studies in health technology and informatics, Vol. 302, pp. 546-550