Publicaciones (253) Publicaciones en las que ha participado algún/a investigador/a

2024

  1. 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

  2. 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

  3. Are you sure it's an artifact? Artifact detection and uncertainty quantification in histological images

    Computerized Medical Imaging and Graphics, Vol. 112

  4. BCD-net: Stain separation of histological images using deep variational Bayesian blind color deconvolution

    Digital Signal Processing: A Review Journal, Vol. 145

  5. Extracting Temporal Association Rules Over Datacubes

    Lecture Notes in Networks and Systems

  6. Focused active learning for histopathological image classification

    Medical Image Analysis, Vol. 95

  7. Hyperbolic Secant representation of the logistic function: Application to probabilistic Multiple Instance Learning for CT intracranial hemorrhage detection

    Artificial Intelligence, Vol. 331

  8. Introducing instance label correlation in multiple instance learning. Application to cancer detection on histopathological images

    Pattern Recognition, Vol. 146

  9. Learning from crowds for automated histopathological image segmentation

    Computerized Medical Imaging and Graphics, Vol. 112

2023

  1. A Low Cost and Eco-Sustainable Device to Determine the End of the Disinfection Process in SODIS

    Sensors, Vol. 23, Núm. 2

  2. 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)

  3. Annotation protocol and crowdsourcing multiple instance learning classification of skin histological images: The CR-AI4SkIN dataset

    Artificial Intelligence in Medicine, Vol. 145

  4. 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

  5. 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

  6. Classification based on Association Rules: Complexity and Interestingness Guided Algorithm

    International Conference on Electrical, Computer, Communications and Mechatronics Engineering, ICECCME 2023

  7. 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)

  8. Deep Bayesian Blind Color Deconvolution of Histological Images

    Proceedings - International Conference on Image Processing, ICIP

  9. Deep Gaussian Processes for Classification With Multiple Noisy Annotators. Application to Breast Cancer Tissue Classification

    IEEE Access, Vol. 11, pp. 6922-6934

  10. Deep Robust Image Restoration Using the Moore-Penrose Blur Inverse

    Proceedings - International Conference on Image Processing, ICIP

  11. Extracting Temporal Relationships in EHR: Application to COVID-19 Patients

    Studies in health technology and informatics, Vol. 302, pp. 546-550