Listar por autor "Hurtado-Requena, Sandro José"
Mostrando ítems 1-11 de 11
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A deep learning LSTM-based approach for forecasting annual pollen curves: Olea and Urticaceae pollen types as a case study
Picornell Rodríguez, Antonio; Hurtado-Requena, Sandro José
; Antequera-Gómez, María Luisa; Barba-González, Cristóbal; Ruiz-Mata, Rocío; De Gálvez-Montañez, Enrique; Recio-Criado, María Marta; Trigo-Pérez, María del Mar; Aldana-Montes, José Francisco; Navas-Delgado, Ismael[et al.] (Elsevier, 2023-11-16)
Airborne pollen can trigger allergic rhinitis and other respiratory diseases in the synthesised population, which makes it one of the most relevant biological contaminants. Therefore, implementing accurate forecast systems ... -
A Service for Flexible Management and Analysis of Heterogeneous Clinical Data
García-Nieto, José Manuel; Navas-Delgado, Ismael; Hurtado-Requena, Sandro José (Springer, 2022-06-08)
Este documento describe FIMED 2.0, un servicio para la gestión flexible y análisis de datos clínicos heterogéneos. Esta herramienta de software permite la gestión flexible de datos clínicos de múltiples ensayos, lo que ... -
Análisis de los datos del acelerómetro para detección de actividades
Hurtado-Requena, Sandro José; Barba-González, Cristóbal; Rybinski, Maciej; Barón-López, Francisco Javier; Warnberg, Julia; Navas-Delgado, Ismael; Aldana-Montes, José Francisco[et al.] (2018-10-03)
La inactividad física es uno de los principales factores de riesgo de mortalidad y su relación con las principales enfermedades crónicas es objeto de intensas investigaciones medicas. Un método objetivo de la evaluación ... -
Diseño y montaje de un simulador de ECG
Hurtado-Requena, Sandro José (2018-03-22)
Actualmente, uno de los retos de la ingeniería biomédica es ofrecer recursos para garantizar la calidad de vida de la población global, especialmente en los países que se encuentran en vías de exclusión y pobreza. Esta ... -
FIMED: Flexible management of biomedical data
Hurtado-Requena, Sandro José; García-Nieto, José Manuel; Navas-Delgado, Ismael; Aldana-Montes, José Francisco (Elsevier, 2021-11)
Background and objectives: In the last decade, clinical trial management systems have become an essential support tool for data management and analysis in clinical research. However, these clinical tools have design ... -
FIMED: Flexible management of biomedical data
Hurtado-Requena, Sandro José; García-Nieto, José Manuel; Navas-Delgado, Ismael; Aldana-Montes, José Francisco (2022-09-05)
In the last decade, clinical trial management systems have become an essential support tool for data management and analysis in clinical research. However, these clinical tools have design limitations, since they are ... -
Human Activity Recognition From Sensorised Patient´s Data in Healthcare: A Streaming Deep Learning-Based Approach.
Hurtado-Requena, Sandro José; García-Nieto, José Manuel; Popov, Anton; Navas-Delgado, Ismael (SISTEDES, 2023)
Physical inactivity is one of the main risk factors for mortality, and its relationship with the main chronic diseases has experienced intensive medical research. A well-known method for assessing people’s activity is ... -
Integration and analysis of biomedical data from multiple clinical trials
Hurtado-Requena, Sandro José (UMA Editorial, 2023)
In recent years, clinicians can perform more in-depth analyses thanks to current advances in next-generation sequencing (NGS) and biological data's rapid growth and availability. They can combine biological data with other ... -
Model-agnostic local explanation: Multi-objective genetic algorithm explainer
Nematzadeh, Hossein; García-Nieto, José Manuel; Hurtado-Requena, Sandro José; Aldana-Montes, José Francisco; Navas-Delgado, Ismael (Elsevier, 2024)
Late detection of plant diseases leads to irreparable losses for farmers, threatening global food security, economic stability, and environmental sustainability. This research introduces the Multi-Objective Genetic Algorithm ... -
On the Use of Explainable Artificial Intelligence for the Differential Diagnosis of Pigmented Skin Lesions
Nematzadeh, Hossein; Navas-Delgado, Ismael; Berciano-Guerrero, Miguel Ángel; García-Nieto, José Manuel; Hurtado-Requena, Sandro José; García-Nieto, José Manuel; Nematzadeh, Hossein[et al.] (Springer, 2022-06-08)
En los últimos años, la Inteligencia Artificial Explicable (XAI) ha atraído la atención en la analítica de datos, ya que muestra un gran potencial en la interpretación de los resultados de complejos modelos de aprendizaje ... -
Reconstruction of Gene Regulatory Networks with Multi-objective Particle Swarm Optimisers
Hurtado-Requena, Sandro José; García-Nieto, José Manuel; Navas-Delgado, Ismael; Nebro-Urbaneja, Antonio Jesús; Aldana-Montes, José Francisco (2022-07-05)
The computational reconstruction of Gene Regulatory Networks (GRNs) from gene expression data has been modelled as a complex optimisation problem, which enables the use of sophisticated search methods to address it. ...