Publications (304) ISABEL DE LA TORRE DIEZ publications


  1. A Detectability Analysis of Retinitis Pigmetosa Using Novel SE-ResNet Based Deep Learning Model and Color Fundus Images

    IEEE Access, Vol. 12, pp. 28297-28309

  2. A Digital Mental Health Approach for Supporting Suicide Prevention: A Qualitative Study

    International Journal of Mental Health and Addiction

  3. A Lesion-Based Diabetic Retinopathy Detection Through Hybrid Deep Learning Model

    IEEE Access, Vol. 12, pp. 40019-40036

  4. A deep learning approach for Named Entity Recognition in Urdu language

    PLoS ONE, Vol. 19, Núm. 3 March

  5. Advanced Line-of-Sight (LOS) model for communicating devices in modern indoor environment

    PloS one, Vol. 19, Núm. 7, pp. e0305039

  6. Analyzing patients satisfaction level for medical services using twitter data

    PeerJ Computer Science, Vol. 10

  7. Application of Machine Learning Techniques to Help in the Feature Selection Related to Hospital Readmissions of Suicidal Behavior

    International Journal of Mental Health and Addiction, Vol. 22, Núm. 1, pp. 216-237

  8. Assisting medical decision in the diagnosis, treatment, and follow-up of vascular etiology ulcers using a mobile app

    Angiologia, Vol. 76, Núm. 1, pp. 1-9

  9. Blockchain based transparent and reliable framework for wheat crop supply chain

    PLoS ONE, Vol. 19, Núm. 1 January

  10. Data oversampling and imbalanced datasets: an investigation of performance for machine learning and feature engineering

    Journal of Big Data, Vol. 11, Núm. 1

  11. Deep Learning Approaches for Image Captioning: Opportunities, Challenges and Future Potential

    IEEE Access

  12. Depression Intensity Classification from Tweets Using FastText Based Weighted Soft Voting Ensemble

    Computers, Materials and Continua, Vol. 78, Núm. 2, pp. 2047-2066

  13. Design and development of patient health tracking, monitoring and big data storage using Internet of Things and real time cloud computing

    PLoS ONE, Vol. 19, Núm. 3 March

  14. Detecting Pragmatic Ambiguity in Requirement Specification Using Novel Concept Maximum Matching Approach Based on Graph Network

    IEEE Access, Vol. 12, pp. 15651-15661

  15. Efficacy and classification of Sesamum indicum linn seeds with Rosa damascena mill oil in uncomplicated pelvic inflammatory disease using machine learning

    Frontiers in Chemistry, Vol. 12

  16. Efficacy of a vaginal suppository formulation prepared with Acacia arabica (Lam.) Willd. gum and Cinnamomum camphora (L.) J. Presl. in heavy menstrual bleeding analyzed using a machine learning technique

    Frontiers in Pharmacology, Vol. 15

  17. Efficient deep learning-based approach for malaria detection using red blood cell smears

    Scientific Reports, Vol. 14, Núm. 1

  18. Enhancing Early Detection of Diabetic Retinopathy Through the Integration of Deep Learning Models and Explainable Artificial Intelligence

    IEEE Access, Vol. 12, pp. 73950-73969

  19. Ensemble methods for computed tomography scan images to improve lung cancer detection and classification

    Multimedia Tools and Applications, Vol. 83, Núm. 17, pp. 52867-52897

  20. IoST-Enabled Robotic Arm Control and Abnormality Prediction Using Minimal Flex Sensors and Gaussian Mixture Models

    IEEE Access, Vol. 12, pp. 45265-45278