Miguel O. Bernabeu
Orcid: 0000-0002-6456-3756
According to our database1,
Miguel O. Bernabeu
authored at least 54 papers
between 2006 and 2025.
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Bibliography
2025
Medical Image Anal., 2025
2024
Automated neuroradiological support systems for multiple cerebrovascular disease markers - A systematic review and meta-analysis.
CoRR, 2024
Domain-specific augmentations with resolution agnostic self-attention mechanism improves choroid segmentation in optical coherence tomography images.
CoRR, 2024
Training a high-performance retinal foundation model with half-the-data and 400 times less compute.
CoRR, 2024
Applicability of oculomics for individual risk prediction: Repeatability and robustness of retinal Fractal Dimension using DART and AutoMorph.
CoRR, 2024
Stochastic Uncertainty Quantification Techniques Fail to Account for Inter-analyst Variability in White Matter Hyperintensity Segmentation.
Proceedings of the Medical Image Understanding and Analysis - 28th Annual Conference, 2024
2023
Early experiences of integrating an artificial intelligence-based diagnostic decision support system into radiology settings: a qualitative study.
J. Am. Medical Informatics Assoc., December, 2023
PLoS Comput. Biol., 2023
Choroidalyzer: An open-source, end-to-end pipeline for choroidal analysis in optical coherence tomography.
CoRR, 2023
Efficient and fully-automatic retinal choroid segmentation in OCT through DL-based distillation of a hand-crafted pipeline.
CoRR, 2023
Segmentation of White Matter Hyperintensities and Ischaemic Stroke Lesions in Structural MRI.
Proceedings of the Medical Image Understanding and Analysis - 27th Annual Conference, 2023
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023 Workshops, 2023
Associations Between Retinal Microvasculature Changes and Gray Matter Volume in a Mid-Life Cohort at Risk of Developing Alzheimer's Disease.
Proceedings of the Ophthalmic Medical Image Analysis - 10th International Workshop, 2023
QuickQual: Lightweight, Convenient Retinal Image Quality Scoring with Off-the-Shelf Pretrained Models.
Proceedings of the Ophthalmic Medical Image Analysis - 10th International Workshop, 2023
2022
Detecting multiple retinal diseases in ultra-widefield fundus imaging and data-driven identification of informative regions with deep learning.
Nat. Mac. Intell., December, 2022
Detection of multiple retinal diseases in ultra-widefield fundus images using deep learning: data-driven identification of relevant regions.
CoRR, 2022
Rethinking Retinal Image Quality: Treating Quality Threshold as a Tunable Hyperparameter.
Proceedings of the Ophthalmic Medical Image Analysis - 9th International Workshop, 2022
Analysing Optical Coherence Tomography Angiography of Mid-Life Persons at Risk of Developing Alzheimer's Disease Later in Life.
Proceedings of the Ophthalmic Medical Image Analysis - 9th International Workshop, 2022
Robust and Efficient Computation of Retinal Fractal Dimension Through Deep Approximation.
Proceedings of the Ophthalmic Medical Image Analysis - 9th International Workshop, 2022
2021
On the preservation of vessel bifurcations during flow-mediated angiogenic remodelling.
PLoS Comput. Biol., 2021
Reproducibility of Retinal Vascular Phenotypes Obtained with Optical Coherence Tomography Angiography: Importance of Vessel Segmentation.
Proceedings of the Medical Image Understanding and Analysis - 25th Annual Conference, 2021
2020
A Framework for the Discovery of Retinal Biomarkers in Optical Coherence Tomography Angiography (OCTA).
Proceedings of the Ophthalmic Medical Image Analysis - 7th International Workshop, 2020
DR Detection Using Optical Coherence Tomography Angiography (OCTA): A Transfer Learning Approach with Robustness Analysis.
Proceedings of the Ophthalmic Medical Image Analysis - 7th International Workshop, 2020
2019
Automated and Network Structure Preserving Segmentation of Optical Coherence Tomography Angiograms.
CoRR, 2019
2018
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
2015
PLoS Comput. Biol., 2015
J. Comput. Sci., 2015
Characterization of parafoveal hemodynamics associated with diabetic retinopathy with adaptive optics scanning laser ophthalmoscopy and computational fluid dynamics.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
2014
Chaste: A case study of parallelisation of an open source finite-element solver with applications to computational cardiac electrophysiology simulation.
Int. J. High Perform. Comput. Appl., 2014
Weighted Decomposition in High-Performance Lattice-Boltzmann Simulations: Are Some Lattice Sites More Equal than Others?
Proceedings of the Solving Software Challenges for Exascale, 2014
2013
PLoS Comput. Biol., 2013
Analysing and modelling the performance of the HemeLB lattice-Boltzmann simulation environment.
J. Comput. Sci., 2013
Computer simulations reveal complex distribution of haemodynamic forces in a mouse retina model of angiogenesis.
CoRR, 2013
2012
Choice of blood rheology model has minor impact on computational assessment of shear stress mediated vascular risk
CoRR, 2012
Flexible composition and execution of high performance, high fidelity multiscale biomedical simulations
CoRR, 2012
CoRR, 2012
Analyzing and Modeling the Performance of the HemeLB Lattice-Boltzmann Simulation Environment
CoRR, 2012
2011
Scalable parallel preconditioners for an open source cardiac electrophysiology simulation package.
Proceedings of the International Conference on Computational Science, 2011
J. Parallel Distributed Comput., 2011
Simulating Drug-Induced Effects on the Heart: From Ion Channel to Body Surface Electrocardiogram.
Proceedings of the Functional Imaging and Modeling of the Heart, 2011
2010
Stimulus Protocol Determines the Most Computationally Efficient Preconditioner for the Bidomain Equations.
IEEE Trans. Biomed. Eng., 2010
Proceedings of the International Conference on Computational Science, 2010
J. Comput. Sci., 2010
2009
Comput. Phys. Commun., 2009
2008
J. Supercomput., 2008
Parallel computation of the eigenvalues of symmetric Toeplitz matrices through iterative methods.
J. Parallel Distributed Comput., 2008
2007
Robust Parallel Implementation of a Lanczos-based Algorithm for an Structured Electromagnetic Eigenvalue Problem.
Scalable Comput. Pract. Exp., 2007
Proceedings of the Parallel Processing and Applied Mathematics, 2007
2006
Parallel Implementation in PC Clusters of a Lanczos-based Algorithm for an Electromagnetic Eigenvalue Problem.
Proceedings of the 5th International Symposium on Parallel and Distributed Computing (ISPDC 2006), 2006
Proceedings of the Computational Science, 2006