Santiago Aja-Fernández

Orcid: 0000-0002-5337-5071

According to our database1, Santiago Aja-Fernández authored at least 81 papers between 2001 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2023
Spherical means-based free-water volume fraction from diffusion MRI increases non-linearly with age in the white matter of the healthy human brain.
NeuroImage, October, 2023

HYDI-DSI revisited: Constrained non-parametric EAP imaging without q-space re-gridding.
Medical Image Anal., 2023

2022
Moment-based representation of the diffusion inside the brain from reduced DMRI acquisitions: Generalized AMURA.
Medical Image Anal., 2022

2021
Efficient and accurate EAP imaging from multi-shell dMRI with micro-structure adaptive convolution kernels and dual Fourier Integral Transforms (MiSFIT).
NeuroImage, 2021

On the generalizability of diffusion MRI signal representations across acquisition parameters, sequences and tissue types: Chronicles of the MEMENTO challenge.
NeuroImage, 2021

2019
Single-Shell Return-to-the-Origin Probability Diffusion Mri Measure Under a Non-Stationary Rician Distributed Noise.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

2018
Exact Calculation of Noise Maps and ${g}$ -Factor in GRAPPA Using a ${k}$ -Space Analysis.
IEEE Trans. Medical Imaging, 2018

Bias correction for non-stationary noise filtering in MRI.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018

2017
Non-Stationary Rician Noise Estimation in Parallel MRI Using a Single Image: A Variance-Stabilizing Approach.
IEEE Trans. Pattern Anal. Mach. Intell., 2017

Groupwise non-rigid registration on multiparametric abdominal DWI acquisitions for robust ADC estimation: Comparison with pairwise approaches and different multimodal metrics.
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017

Effect of sampling on the estimation of the apparent coefficient of diffusion in MRI.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

2016
Influence of ultrasound speckle tracking strategies for motion and strain estimation.
Medical Image Anal., 2016

Spatially-variant noise filtering in magnetic resonance imaging: A consensus-based approach.
Knowl. Based Syst., 2016

Spatial and spectral anisotropy in HARP images: An automated approach.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

Variance stabilization of noncentral-chi data: Application to noise estimation in MRI.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

Statistical Analysis of Noise in MRI - Modeling, Filtering and Estimation
Springer, ISBN: 978-3-319-39934-8, 2016

2015
Anisotropic Diffusion Filter With Memory Based on Speckle Statistics for Ultrasound Images.
IEEE Trans. Image Process., 2015

A maximum likelihood approach to diffeomorphic speckle tracking for 3D strain estimation in echocardiography.
Medical Image Anal., 2015

Spatially variant noise estimation in MRI: A homomorphic approach.
Medical Image Anal., 2015

A local fuzzy thresholding methodology for multiregion image segmentation.
Knowl. Based Syst., 2015

Improving GRAPPA reconstruction by frequency discrimination in the ACS lines.
Int. J. Comput. Assist. Radiol. Surg., 2015

Blind estimation of spatially variant noise in GRAPPA MRI.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015

2014
Statistical Noise Analysis in SENSE Parallel MRI.
CoRR, 2014

2013
Groupwise Elastic Registration by a New Sparsity-Promoting Metric: Application to the Alignment of Cardiac Magnetic Resonance Perfusion Images.
IEEE Trans. Pattern Anal. Mach. Intell., 2013

Strain rate tensor estimation from echocardiography for quantitative assessment of functional mitral regurgitation.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

Parametric Image Restoration Using Consensus: An Application to Nonstationary Noise Filtering.
Proceedings of the Pattern Recognition and Image Analysis - 6th Iberian Conference, 2013

Homeomorphic Geometrical Transform for Collision Response in Surgical Simulation.
Proceedings of the Pattern Recognition and Image Analysis - 6th Iberian Conference, 2013

Speckle Tracking in Interpolated Echocardiography to Estimate Heart Motion.
Proceedings of the Functional Imaging and Modeling of the Heart, 2013

Anisotropic diffusion filtering for correlated multiple-coil MRI.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Merging squared-magnitude approaches to DWI denoising: An adaptive Wiener filter tuned to the anatomical contents of the image.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Atlas-based segmentation of white matter structures from DTI using tensor invariants and orientation.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Noise estimation in magnetic resonance SENSE reconstructed data.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Robust estimation of MRI myocardial perfusion parameters.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

2012
Least squares for diffusion tensor estimation revisited: Propagation of uncertainty with Rician and non-Rician signals.
NeuroImage, 2012

A direct calculation of moments of the sample variance.
Math. Comput. Simul., 2012

Efficient and robust nonlocal means denoising of MR data based on salient features matching.
Comput. Methods Programs Biomed., 2012

A Generalized Gamma Mixture Model for Ultrasonic Tissue Characterization.
Comput. Math. Methods Medicine, 2012

Anisotropic LMMSE denoising of MRI based on statistical tissue models.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

Deblurring of probabilistic ODFs in quantitative diffusion MRI.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

A MRI phantom for cardiac perfusion simulation.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

2011
Parallel MRI Noise Correction: An Extension of the LMMSE to Non Central χ Distributions.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011

Noise estimation in MR GRAPPA reconstructed data.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011

Realistic log-compressed law for ultrasound image recovery.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

2010
A new methodology for the estimation of fiber populations in the white matter of the brain with the Funk-Radon transform.
NeuroImage, 2010

DWI filtering using joint information for DTI and HARDI.
Medical Image Anal., 2010

Probabilistic-Driven Oriented Speckle Reducing Anisotropic Diffusion with Application to Cardiac Ultrasonic Images.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010

On the influence of interpolation on probabilistic models for ultrasonic images.
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010

A variationally based weighted re-initialization method for geometric active contours.
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010

2009
Strain Rate Tensor Estimation in Cine Cardiac MRI Based on Elastic Image Registration.
Proceedings of the Tensors in Image Processing and Computer Vision, 2009

Quality Assessment of Tensor Images.
Proceedings of the Tensors in Image Processing and Computer Vision, 2009

A 3-D Collision Handling Algorithm for Surgery Simulation Based on Feedback Fuzzy Logic.
IEEE Trans. Inf. Technol. Biomed., 2009

Noise-Driven Anisotropic Diffusion Filtering of MRI.
IEEE Trans. Image Process., 2009

Estimation of fiber Orientation Probability Density Functions in High Angular Resolution Diffusion Imaging.
NeuroImage, 2009

Automatic noise estimation in images using local statistics. Additive and multiplicative cases.
Image Vis. Comput., 2009

Bias of Least Squares Approaches for Diffusion Tensor Estimation from Array Coils in DT-MRI.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009

On the Blurring of the Funk-Radon Transform in Q-Ball Imaging.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009

Design and Construction of a Realistic DWI Phantom for Filtering Performance Assessment.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009

2008
Restoration of DWI Data Using a Rician LMMSE Estimator.
IEEE Trans. Medical Imaging, 2008

Noise and Signal Estimation in Magnitude MRI and Rician Distributed Images: A LMMSE Approach.
IEEE Trans. Image Process., 2008

Matrix Modeling of Hierarchical Fuzzy Systems.
IEEE Trans. Fuzzy Syst., 2008

Joint LMMSE Estimation of DWI Data for DTI Processing.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008

Local similarity measures for demons-like registration algorithms.
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008

Strain Rate Tensor estimation in cine cardiac MRI based on elastic image registration.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2008

A methodology for quality assessment in tensor images.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2008

2007
Outlier Rejection for Diffusion Weighted Imaging.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2007, 10th International Conference, Brisbane, Australia, October 29, 2007

Signal LMMSE Estimation from Multiple Samples in MRI and DT-MRI.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2007, 10th International Conference, Brisbane, Australia, October 29, 2007

Tissue Identification in Ultrasound Images using Rayleigh Local Parameter Estimation.
Proceedings of the 7th IEEE International Conference on Bioinformatics and Bioengineering, 2007

2006
On the estimation of the coefficient of variation for anisotropic diffusion speckle filtering.
IEEE Trans. Image Process., 2006

Fuzzy feedback system analysis using transition matrices.
Fuzzy Sets Syst., 2006

Matrix-based hierarchical fuzzy systems.
Proceedings of the ICINCO 2006, 2006

Image Quality Assessment based on Local Variance.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006

2005
Fast Inference Using Transition Matrices: An Extension to Nonlinear Operators.
IEEE Trans. Fuzzy Syst., 2005

Group-Slicer: A collaborative extension of 3D-Slicer.
J. Biomed. Informatics, 2005

Matrix Inference in Fuzzy Decision Trees.
Proceedings of the Joint 4th Conference of the European Society for Fuzzy Logic and Technology and the 11th Rencontres Francophones sur la Logique Floue et ses Applications, 2005

2004
Fast inference in SAM fuzzy systems using transition matrices.
IEEE Trans. Fuzzy Syst., 2004

A computational TW3 classifier for skeletal maturity assessment. A <i>Computing with Words</i> approach.
J. Biomed. Informatics, 2004

Hierarchical fuzzy systems with FITM.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2004

2003
A fuzzy-controlled Kalman filter applied to stereo-visual tracking schemes.
Signal Process., 2003

Inference with fuzzy granules for computing with words: a practical viewpoint.
Proceedings of the 12th IEEE International Conference on Fuzzy Systems, 2003

2002
A fuzzy MHT algorithm applied to text-based information tracking.
IEEE Trans. Fuzzy Syst., 2002

2001
Fuzzy anisotropic diffusion for speckle filtering.
Proceedings of the IEEE International Conference on Acoustics, 2001


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