Publications (106) Silvia Alayón Miranda publications

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2026

  1. A novel superpixel based Vision Transformer for improving interpretability in glaucoma screening

    Scientific Reports, Vol. 16, Núm. 1

  2. An Artificial Intelligence-Guided Strategy to Reduce Poor Bowel Preparation: A Multicenter Randomized Controlled Study

    The American journal of gastroenterology, Vol. 121, Núm. 4, pp. 890-898

  3. Data-centric AI governance for responsible organizational value: evidence from a European public administration

    AI and Society

  4. GENERATIVE ARTIFICIAL INTELLIGENCE FOR CONTROLLED CONTENT GENERATION

    Journal of Applied Logics, Vol. 13, Núm. 1, pp. 176-188

  5. Transformation of Verbal Descriptions of Process Flows into Business Process Modelling and Notation Models Using Multimodal Artificial Intelligence: Application in Justice

    CMES - Computer Modeling in Engineering and Sciences, Vol. 146, Núm. 2

2025

  1. Aplicación de grandes modelos de lenguaje en diagnóstico de glaucoma

    Jornadas de Automática, Núm. 46

  2. Aplicación de modelos de lenguaje de gran tamaño para la recuperación de información legal

    Simposios del Comité Español de Automática, Vol. 1, Núm. 2

  3. Automatización robótica de expedientes de justicia ( ARDE-J)

    Simposios del Comité Español de Automática, Vol. 1, Núm. 2

  4. Automatizando la justicia: De descripciones verbales a modelos BPMN mediante IA multimodal

    Simposios del Comité Español de Automática, Vol. 1, Núm. 2

2024

  1. A Fuzzy Decision Support System for Real Estate Valuations

    Electronics (Switzerland), Vol. 13, Núm. 24

  2. Design and validation of an artificial intelligence system to detect the quality of colon cleansing before colonoscopy

    Gastroenterologia y Hepatologia, Vol. 47, Núm. 5, pp. 481-490

  3. El problema de la interpretabilidad de la Inteligencia Artificial y su impacto en la Administración Pública

    Revista Canaria de Administración Pública, Núm. 3, pp. 175-202

  4. Fovea localization in retinal images using spatial color histograms

    Multimedia Tools and Applications, Vol. 83, Núm. 6, pp. 17753-17771

  5. In-Depth Evaluation of Saliency Maps for Interpreting Convolutional Neural Network Decisions in the Diagnosis of Glaucoma Based on Fundus Imaging

    Sensors, Vol. 24, Núm. 1

  6. Optic cup segmentation of stereo retinal fundus images using virtual reality

    Multimedia Tools and Applications, Vol. 83, Núm. 4, pp. 9669-9683

  7. Towards a more realistic approach to the problem of detecting fuel leaks in filling stations: Mixed time windows

    Journal of Cleaner Production, Vol. 468

2023

  1. COVID-19 Impact on the Laboratory Practices of the Automation Subjects at the University of La Laguna

    International Conference on Computer Supported Education, CSEDU - Proceedings

  2. Comparison of the Performance of Convolutional Neural Networks and Vision Transformer-Based Systems for Automated Glaucoma Detection with Eye Fundus Images

    Applied Sciences (Switzerland), Vol. 13, Núm. 23

  3. Fuzzy model for predicting the strength of mortars made with Pozzalani cement and volcanic sand from electrical resistivity

    Journal of Building Engineering, Vol. 79

2021

  1. Análisis de la capa de células ganglionares con deep learning en el diagnóstico de glaucoma

    Archivos de la Sociedad Española de Oftalmologia, Vol. 96, Núm. 4, pp. 181-188