Isabel Benavente-Fernández

According to our database, Isabel Benavente-Fernández authored at least 15 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Machine learning techniques for predicting neurodevelopmental impairments in premature infants: a systematic review.

Arantxa M. Ortega León, Daniel Urda, Ignacio J. Turias, Simón Pedro Lubián-López, Isabel Benavente-Fernández

Frontiers Artif. Intell., 2025

2024

Enhanced Spatial Fuzzy C-Means Algorithm for Brain Tissue Segmentation in T1 Images.

Bahram Jafrasteh, Manuel Lubián-Gutiérrez, Simón Pedro Lubián-López, Isabel Benavente-Fernández

Neuroinformatics, October, 2024

NRP: A Multi-Source, Heterogeneous, Automatic Data Collection System for Infants in Neonatal Intensive Care Units.

Janet Pigueiras-del-Real, Lionel C. Gontard, Isabel Benavente-Fernández, Simón Pedro Lubián-López, Enrique Gallero-Rebollo, Ángel Ruiz-Zafra

IEEE J. Biomed. Health Informatics, February, 2024

MGA-Net: A novel mask-guided attention neural network for precision neonatal brain imaging.

Bahram Jafrasteh, Simón Pedro Lubián-López, Emiliano Trimarco, Macarena Roman Ruiz, Carmen Rodriguez Barrios, Yolanda Marin Almagro, Isabel Benavente-Fernández

NeuroImage, 2024

Mask-Guided Attention U-Net for Enhanced Neonatal Brain Extraction and Image Preprocessing.

Bahram Jafrasteh, Simón Pedro Lubián-López, Emiliano Trimarco, Macarena Roman Ruiz, Carmen Rodriguez Barrios, Yolanda Marin Almagro, Isabel Benavente-Fernández

CoRR, 2024

2023

A deep sift convolutional neural networks for total brain volume estimation from 3D ultrasound images.

Bahram Jafrasteh, Simón Pedro Lubián-López, Isabel Benavente-Fernández

Comput. Methods Programs Biomed., December, 2023

NeoCam: An Edge-Cloud Platform for Non-Invasive Real-Time Monitoring in Neonatal Intensive Care Units.

Ángel Ruiz-Zafra, Daniel Precioso, Blas Salvador, Simón Pedro Lubián-López, Javier Jiménez, Isabel Benavente-Fernández, Janet Pigueiras, David Gómez-Ullate, Lionel C. Gontard

IEEE J. Biomed. Health Informatics, June, 2023

Gaussian processes for missing value imputation.

Bahram Jafrasteh, Daniel Hernández-Lobato, Simón Pedro Lubián-López, Isabel Benavente-Fernández

Knowl. Based Syst., 2023

MELAGE: A purely python based Neuroimaging software (Neonatal).

Bahram Jafrasteh, Simón Pedro Lubián-López, Isabel Benavente-Fernández

CoRR, 2023

2022

Automatic measurements of the corpus callosum in the follow-up of preterm children: Methodology and validation.

Jaime Simarro Viana, Manuel Lubián-Gutiérrez, Bahram Jafrasteh, Simón Pedro Lubián-López, Thibo Billiet, Els Ortibus, Isabel Benavente-Fernández

Proceedings of the International Workshop in Neurodevelopmental Impairments in Preterm Children, 2022

Thalamic features extraction and analysis in magnetic resonance imaging of preterm infants.

Emiliano Trimarco, Bahram Jafrasteh, Simón Pedro Lubián-López, Isabel Benavente-Fernández

Proceedings of the International Workshop in Neurodevelopmental Impairments in Preterm Children, 2022

Towards an AI driven early detection of brain injuries in neonates through non-contact audio and video recording.

Janet Pigueiras-del-Real, Lionel C. Gontard, Simón Pedro Lubián-López, Isabel Benavente-Fernández, Ángel Ruiz-Zafra

Proceedings of the International Workshop in Neurodevelopmental Impairments in Preterm Children, 2022

Eye-tracking test battery for newborns: A pilot feasibility study.

Marta Malavolta, Andrea De Gobbis, Emiliano Trimarco, Isabel Benavente-Fernández, Simón Pedro Lubián-López, Vida Groznik, Aleksander Sadikov

Proceedings of the International Workshop in Neurodevelopmental Impairments in Preterm Children, 2022

Automatic neonatal cranial ultrasound segmentation using deep learning: A review.

Roa'a Khaled, Arantxa M. Ortega León, Joaquín Pizarro, Isabel Benavente-Fernández, Simón Pedro Lubián-López, Lionel C. Gontard

Proceedings of the International Workshop in Neurodevelopmental Impairments in Preterm Children, 2022

Eye-tracking test battery for detecting cognitive impairments in premature children.

Andrea De Gobbis, Marta Malavolta, Emiliano Trimarco, Isabel Benavente-Fernández, Simón Pedro Lubián-López, Aleksander Sadikov, Vida Groznik

Proceedings of the International Workshop in Neurodevelopmental Impairments in Preterm Children, 2022