Isabel Benavente-Fernández

17 papers Journal 11Unranked 6
YearRankTypeTitle / Venue / Authors
2025 J jnl
An innovative method for assessing the relationship between longitudinal brain volume measurements and neurodevelopmental outcomes in preterm infants.
Comput. Biol. Medicine
Arantxa M. Ortega León, Daniel Urda, Ignacio J. Turias, Simón Pedro Lubián-López, Isabel Benavente-Fernández, Qingyu Zhao, Bahram Jafrasteh
2025 J jnl
Machine learning techniques for predicting neurodevelopmental impairments in premature infants: a systematic review.
Frontiers Artif. Intell.
Arantxa M. Ortega León, Daniel Urda, Ignacio J. Turias, Simón Pedro Lubián-López, Isabel Benavente-Fernández
2024 J jnl
Enhanced Spatial Fuzzy C-Means Algorithm for Brain Tissue Segmentation in T1 Images.
Neuroinformatics
Bahram Jafrasteh, Manuel Lubián-Gutiérrez, Simón Pedro Lubián-López, Isabel Benavente-Fernández
2024 J jnl
MGA-Net: A novel mask-guided attention neural network for precision neonatal brain imaging.
NeuroImage
Bahram Jafrasteh, Simón Pedro Lubián-López, Emiliano Trimarco, Macarena Roman Ruiz, Carmen Rodriguez Barrios, Yolanda Marin Almagro, Isabel Benavente-Fernández
2024 J jnl
Mask-Guided Attention U-Net for Enhanced Neonatal Brain Extraction and Image Preprocessing.
CoRR
Bahram Jafrasteh, Simón Pedro Lubián-López, Emiliano Trimarco, Macarena Roman Ruiz, Carmen Rodriguez Barrios, Yolanda Marin Almagro, Isabel Benavente-Fernández
2024 J jnl
NRP: A Multi-Source, Heterogeneous, Automatic Data Collection System for Infants in Neonatal Intensive Care Units.
IEEE J. Biomed. Health Informatics
Janet Pigueiras-del-Real, Lionel C. Gontard, Isabel Benavente-Fernández, Simón Pedro Lubián-López, Enrique Gallero-Rebollo, Ángel Ruiz-Zafra
2023 J jnl
A deep sift convolutional neural networks for total brain volume estimation from 3D ultrasound images.
Comput. Methods Programs Biomed.
Bahram Jafrasteh, Simón Pedro Lubián-López, Isabel Benavente-Fernández
2023 J jnl
Gaussian processes for missing value imputation.
Knowl. Based Syst.
Bahram Jafrasteh, Daniel Hernández-Lobato, Simón Pedro Lubián-López, Isabel Benavente-Fernández
2023 J jnl
MELAGE: A purely python based Neuroimaging software (Neonatal).
CoRR
Bahram Jafrasteh, Simón Pedro Lubián-López, Isabel Benavente-Fernández
2023 J jnl
NeoCam: An Edge-Cloud Platform for Non-Invasive Real-Time Monitoring in Neonatal Intensive Care Units.
IEEE J. Biomed. Health Informatics
Ángel Ruiz-Zafra, Daniel Precioso, Blas Salvador, Simón Pedro Lubián-López, Javier Jiménez, Isabel Benavente-Fernández, Janet Pigueiras, David Gómez-Ullate, Lionel C. Gontard
2022 — conf
Automatic measurements of the corpus callosum in the follow-up of preterm children: Methodology and validation.
DETERMINED
Jaime Simarro Viana, Manuel Lubián-Gutiérrez, Bahram Jafrasteh, Simón Pedro Lubián-López, Thibo Billiet, Els Ortibus, Isabel Benavente-Fernández
2022 — conf
Automatic neonatal cranial ultrasound segmentation using deep learning: A review.
DETERMINED
Roa'a Khaled, Arantxa M. Ortega León, Joaquín Pizarro, Isabel Benavente-Fernández, Simón Pedro Lubián-López, Lionel C. Gontard
2022 — conf
Eye-tracking test battery for detecting cognitive impairments in premature children.
DETERMINED
Andrea De Gobbis, Marta Malavolta, Emiliano Trimarco, Isabel Benavente-Fernández, Simón Pedro Lubián-López, Aleksander Sadikov, Vida Groznik
2022 — conf
Eye-tracking test battery for newborns: A pilot feasibility study.
DETERMINED
Marta Malavolta, Andrea De Gobbis, Emiliano Trimarco, Isabel Benavente-Fernández, Simón Pedro Lubián-López, Vida Groznik, Aleksander Sadikov
2022 J jnl
Gaussian Processes for Missing Value Imputation.
CoRR
Bahram Jafrasteh, Daniel Hernández-Lobato, Simón Pedro Lubián-López, Isabel Benavente-Fernández
2022 — conf
Thalamic features extraction and analysis in magnetic resonance imaging of preterm infants.
DETERMINED
Emiliano Trimarco, Bahram Jafrasteh, Simón Pedro Lubián-López, Isabel Benavente-Fernández
2022 — conf
Towards an AI driven early detection of brain injuries in neonates through non-contact audio and video recording.
DETERMINED
Janet Pigueiras-del-Real, Lionel C. Gontard, Simón Pedro Lubián-López, Isabel Benavente-Fernández, Ángel Ruiz-Zafra