Pedro A. Moreno-Sánchez

15 papers B 1Journal 8Unranked 6

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A design framework for operationalizing trustworthy artificial intelligence in healthcare: Requirements, tradeoffs and challenges for its clinical adoption. Inf. Fusion Pedro A. Moreno-Sánchez, Javier Del Ser, Mark J. van Gils, Jussi Hernesniemi
2025	J	`jnl`	A Design Framework for operationalizing Trustworthy Artificial Intelligence in Healthcare: Requirements, Tradeoffs and Challenges for its Clinical Adoption. CoRR Pedro A. Moreno-Sánchez, Javier Del Ser, Mark J. van Gils, Jussi Hernesniemi
2025	J	`jnl`	Is Synthetic Image Augmentation Useful for Imbalanced Classification Problems? Case-Study on the MIDOG2025 Atypical Cell Detection Competition. CoRR Leire Benito-Del-Valle, Pedro A. Moreno-Sánchez, Itziar Egusquiza, Itsaso Vitoria, Artzai Picón, Cristina López Saratxaga, Adrian Galdran
2024	J	`jnl`	Assessing the relevance of mental health factors in fibromyalgia severity: A data-driven case study using explainable AI. Int. J. Medical Informatics Pedro A. Moreno-Sánchez, Ruben Arroyo-Fernández, Elisabeth Bravo-Esteban, Asunción Ferri-Morales, Mark J. van Gils
2024	—	`conf`	Consistency of XAI Models against Medical Expertise: An Assessment Protocol. ICHI Émilien Arnaud, Mahmoud Elbattah, Amandine Pitteman, Gilles Dequen, Daniel Aiham Ghazali, Pedro A. Moreno-Sánchez
2024	J	`jnl`	ECG-based data-driven solutions for diagnosis and prognosis of cardiovascular diseases: A systematic review. Comput. Biol. Medicine Pedro A. Moreno-Sánchez, Guadalupe García-Isla, Valentina D. A. Corino, Antti Vehkaoja, Kirsten Brukamp, Mark J. van Gils, Luca T. Mainardi
2024	—	`conf`	Enhancing Arrhythmia Diagnosis with Data-Driven Methods: A 12-Lead ECG-Based Explainable AI Model. NCDHWS (2) Emmanuel C. Chukwu, Pedro A. Moreno-Sánchez
2023	J	`jnl`	Data-Driven Early Diagnosis of Chronic Kidney Disease: Development and Evaluation of an Explainable AI Model. IEEE Access Pedro A. Moreno-Sánchez
2023	B	`conf`	Explainable NLP Model for Predicting Patient Admissions at Emergency Department Using Triage Notes. IEEE Big Data Émilien Arnaud, Mahmoud Elbattah, Pedro A. Moreno-Sánchez, Gilles Dequen, Daniel Aiham Ghazali
2021	J	`jnl`	An Explainable Classification Model for Chronic Kidney Disease Patients. CoRR Pedro A. Moreno-Sánchez
2021	—	`conf`	An automated feature selection and classification pipeline to improve explainability of clinical prediction models. ICHI Pedro A. Moreno-Sánchez
2021	J	`jnl`	Improvement of a Prediction Model for Heart Failure Survival through Explainable Artificial Intelligence. CoRR Pedro A. Moreno-Sánchez
2020	—	`conf`	Chronic Kidney Disease Early Diagnosis Enhancing by Using Data Mining Classification and Features Selection. HealthyIoT Pedro A. Moreno-Sánchez
2020	—	`conf`	Development of an Explainable Prediction Model of Heart Failure Survival by Using Ensemble Trees. IEEE BigData Pedro A. Moreno-Sánchez
2020	—	`conf`	Features Importance to Improve Interpretability of Chronic Kidney Disease Early Diagnosis. IEEE BigData Pedro A. Moreno-Sánchez