Publications (276) Publications de ISABEL DE LA TORRE DIEZ

filter_list

2025

  1. Machine Learning Methods for Predicting Syncope Severity in the Emergency Department: A Retrospective Analysis

    Health Science Reports, Vol. 8, Núm. 2

  2. Obstacle Detection and Warning System for Visually Impaired Using IoT Sensors

    IEEE Access, Vol. 13, pp. 35309-35321

  3. Predicting Weight Loss Success After Gastric Sleeve Surgery: A Machine Learning-Based Approach

    Nutrients , Vol. 17, Núm. 8

2024

  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 Hybrid RNN-CNN based Motor Imagery Tasks Classification Approach Using MEG Brain Signals for BCI Applications

    BRAIN-BROAD RESEARCH IN ARTIFICIAL INTELLIGENCE AND NEUROSCIENCE, Vol. 15, Núm. 4, pp. 38-54

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

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

  5. A Review of Approaches for Rapid Data Clustering: Challenges, Opportunities, and Future Directions

    IEEE Access, Vol. 12, pp. 138086-138120

  6. 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

  7. 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

  8. Breast Carcinoma Prediction Through Integration of Machine Learning Models

    IEEE Access, Vol. 12, pp. 134635-134650

  9. Decoding Brain Signals from Rapid-Event EEG for Visual Analysis Using Deep Learning

    Sensors, Vol. 24, Núm. 21

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

    IEEE Access

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

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

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

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

  13. Diagnosing epileptic seizures using combined features from independent components and prediction probability from EEG data

    Digital Health, Vol. 10

  14. 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

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

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

  16. 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

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

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