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Pablo Ferri
Pablo Ferri
Researcher at Biomedical Data Science Lab (BDSLab), Institute of Information Technologies and
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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
182021
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
42023
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
32022
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
12024
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
12024
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
12020
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
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