Pedro A. Moreno-Sanchez

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 9

Top Topics

Prediction Model

Svm Classification

Feature Selection And Classification

Top Venues

Publications

Pedro A. Moreno-Sanchez, Ruben Arroyo-Fernández, Elisabeth Bravo-Esteban, Asunción Ferri-Morales, Mark J. van Gils
Assessing the relevance of mental health factors in fibromyalgia severity: A data-driven case study using explainable AI. Int. J. Medical Informatics 181 (2024)
Pedro A. Moreno-Sanchez, Guadalupe García-Isla, Valentina D. A. Corino, Antti Vehkaoja, Kirsten Brukamp, Mark J. van Gils, Luca T. Mainardi
ECG-based data-driven solutions for diagnosis and prognosis of cardiovascular diseases: A systematic review. Comput. Biol. Medicine 172 (2024)
Pedro A. Moreno-Sanchez
Data-Driven Early Diagnosis of Chronic Kidney Disease: Development and Evaluation of an Explainable AI Model. IEEE Access 11 (2023)
Pedro A. Moreno-Sanchez
An automated feature selection and classification pipeline to improve explainability of clinical prediction models. ICHI (2021)
Pedro A. Moreno-Sanchez
Improvement of a Prediction Model for Heart Failure Survival through Explainable Artificial Intelligence. CoRR (2021)
Pedro A. Moreno-Sanchez
An Explainable Classification Model for Chronic Kidney Disease Patients. CoRR (2021)
Pedro A. Moreno-Sanchez
Features Importance to Improve Interpretability of Chronic Kidney Disease Early Diagnosis. IEEE BigData (2020)
Pedro A. Moreno-Sanchez
Chronic Kidney Disease Early Diagnosis Enhancing by Using Data Mining Classification and Features Selection. HealthyIoT (2020)
Pedro A. Moreno-Sanchez
Development of an Explainable Prediction Model of Heart Failure Survival by Using Ensemble Trees. IEEE BigData (2020)