Simón Pedro Lubián-López

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 13

Top Topics

Features Extraction

Gaussian Processes

Corpus Callosum

Missing Data Imputation

Top Venues

IEEE J. Biomed. Health Informatics

Comput. Methods Programs Biomed.

Publications

Bahram Jafrasteh, Simón Pedro Lubián-López, Emiliano Trimarco, Macarena Roman Ruiz, Carmen Rodriguez Barrios, Yolanda Marin Almagro, Isabel Benavente-Fernández
Mask-Guided Attention U-Net for Enhanced Neonatal Brain Extraction and Image Preprocessing. CoRR (2024)
Janet Pigueiras-del-Real, Lionel C. Gontard, Isabel Benavente-Fernández, Simón Pedro Lubián-López, Enrique Gallero-Rebollo, Ángel Ruiz-Zafra
NRP: A Multi-Source, Heterogeneous, Automatic Data Collection System for Infants in Neonatal Intensive Care Units. IEEE J. Biomed. Health Informatics 28 (2) (2024)
Bahram Jafrasteh, Simón Pedro Lubián-López, Isabel Benavente-Fernández
MELAGE: A purely python based Neuroimaging software (Neonatal). CoRR (2023)
Bahram Jafrasteh, Simón Pedro Lubián-López, Isabel Benavente-Fernández
A deep sift convolutional neural networks for total brain volume estimation from 3D ultrasound images. Comput. Methods Programs Biomed. 242 (2023)
Bahram Jafrasteh, Daniel Hernández-Lobato, Simón Pedro Lubián-López, Isabel Benavente-Fernández
Gaussian processes for missing value imputation. Knowl. Based Syst. 273 (2023)
Ángel Ruiz-Zafra, Daniel Precioso, Blas Salvador, Simón Pedro Lubián-López, Javier Jiménez, Isabel Benavente-Fernández, Janet Pigueiras, David Gómez-Ullate, Lionel C. Gontard
NeoCam: An Edge-Cloud Platform for Non-Invasive Real-Time Monitoring in Neonatal Intensive Care Units. IEEE J. Biomed. Health Informatics 27 (6) (2023)
Janet Pigueiras-del-Real, Lionel C. Gontard, Simón Pedro Lubián-López, Isabel Benavente-Fernández, Ángel Ruiz-Zafra
Towards an AI driven early detection of brain injuries in neonates through non-contact audio and video recording. DETERMINED (2022)
Emiliano Trimarco, Bahram Jafrasteh, Simón Pedro Lubián-López, Isabel Benavente-Fernández
Thalamic features extraction and analysis in magnetic resonance imaging of preterm infants. DETERMINED (2022)
Roa'a Khaled, Arantxa M. Ortega León, Joaquín Pizarro, Isabel Benavente-Fernández, Simón Pedro Lubián-López, Lionel C. Gontard
Automatic neonatal cranial ultrasound segmentation using deep learning: A review. DETERMINED (2022)
Bahram Jafrasteh, Daniel Hernández-Lobato, Simón Pedro Lubián-López, Isabel Benavente-Fernández
Gaussian Processes for Missing Value Imputation. CoRR (2022)
Andrea De Gobbis, Marta Malavolta, Emiliano Trimarco, Isabel Benavente-Fernández, Simón Pedro Lubián-López, Aleksander Sadikov, Vida Groznik
Eye-tracking test battery for detecting cognitive impairments in premature children. DETERMINED (2022)
Jaime Simarro Viana, Manuel Lubián, Bahram Jafrasteh, Simón Pedro Lubián-López, Thibo Billiet, Els Ortibus, Isabel Benavente-Fernández
Automatic measurements of the corpus callosum in the follow-up of preterm children: Methodology and validation. DETERMINED (2022)
Marta Malavolta, Andrea De Gobbis, Emiliano Trimarco, Isabel Benavente-Fernández, Simón Pedro Lubián-López, Vida Groznik, Aleksander Sadikov
Eye-tracking test battery for newborns: A pilot feasibility study. DETERMINED (2022)