Deep ensemble multitask classification of emergency medical call incidents combining multimodal data improves emergency medical dispatch P Ferri, C Sáez, A Félix-De Castro, J Juan-Albarracín, V Blanes-Selva, ... Artificial Intelligence in Medicine 117, 102088, 2021 | 18 | 2021 |
Extremely missing numerical data in Electronic Health Records for machine learning can be managed through simple imputation methods considering informative missingness: A … P Ferri, N Romero-Garcia, R Badenes, D Lora-Pablos, TG Morales, ... Computer Methods and Programs in Biomedicine 242, 107803, 2023 | 5 | 2023 |
Discovering key topics in emergency medical dispatch from free text dispatcher observations P Ferri, C Sáez, FD Castro, P Sánchez-Cuesta, JM García-Gómez Challenges of Trustable AI and Added-Value on Health, 859-863, 2022 | 3 | 2022 |
Resilient Artificial Intelligence in Health: Synthesis and Research Agenda Toward Next-Generation Trustworthy Clinical Decision Support C Sáez, P Ferri, JM García-Gómez Journal of Medical Internet Research 26, e50295, 2024 | 1 | 2024 |
Deep continual learning for medical call incidents text classification under the presence of dataset shifts P Ferri, V Lomonaco, LC Passaro, A Félix-De Castro, P Sánchez-Cuesta, ... Computers in Biology and Medicine 175, 108548, 2024 | 1 | 2024 |
Deep multitask ensemble classification of emergency medical call incidents combining multimodal data improves emergency medical dispatch P Ferri, C Sáez, A Félix-De Castro, J Juan-Albarracín, V Blanes-Selva, ... Emergency Medicine, 2020 | 1 | 2020 |
Deeep Continual Multimodal Multitask Modells for Out-of-Hospital Emergency Medical Call Incidents Triage Support in the Presence of Dataset Shifts P Ferri Borredà Universitat Politècnica de València, 2024 | | 2024 |
Improving out-of-hospital incident severity assessment from changing clinical features with Deep Continual Learning P Ferri, C Sáez, AFD Castro, P Sánchez-Cuesta, JM García-Gómez medRxiv, 2024.02. 20.24303094, 2024 | | 2024 |
Aprendizaje activo mediante juego de roles en Ingeniería Biomédica: negociando la adquisición de un sistema de información hospitalaria C Sáez, E Fuster-García, P Ferri, JM García-Gómez IN-RED 2020: VI Congreso de Innovación Educativa y Docencia en Red, 516-526, 2020 | | 2020 |
CARACTERIZACIÓN DE LAS MÉTRICAS DE ESTABILIDAD DE FUENTE DE DATOS EN LOS REPOSITORIOS BIOMÉDICOS P Ferri Borredá Universitat Politècnica de València, 2017 | | 2017 |
Discovering Data Source Stability Patterns in Biomedical Repositories Based on Simplicial Projections from Probability Distribution Distances PF Borreda, C Sáez, JMG Gómez 2017 IEEE 30th International Symposium on Computer-Based Medical Systems …, 2017 | | 2017 |
Characterizing Temporal Dataset Shifts Explains Ai Performance Changes Over Time: An Evaluation Using the Mimic-Iv Dataset D Fernández Narro, P Ferri, A Gutiérrez-Sacristán, JM García-Gómez, ... Available at SSRN 4777345, 0 | | |
Exploring the Trade-Off between Generalist and Specialized Models: A Center-Based Comparative Analysis for Glioblastoma Segmentation FJ Gil-Terrón Rodríguez, P Ferri, V Montosa-i-Micó, MG Mahiques, ... Available at SSRN 4744870, 0 | | |