Laura Igual

Orcid: 0000-0002-7225-7441

According to our database1, Laura Igual authored at least 37 papers between 2005 and 2022.

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

Timeline

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Bibliography

2022
High-resolution synthesis of high-density breast mammograms: Application to improved fairness in deep learning based mass detection.
CoRR, 2022

An end-to-end framework for intima media measurement and atherosclerotic plaque detection in the carotid artery.
Comput. Methods Programs Biomed., 2022

Domain generalization in deep learning based mass detection in mammography: A large-scale multi-center study.
Artif. Intell. Medicine, 2022

2020
Semantic segmentation with DenseNets for carotid artery ultrasound plaque segmentation and CIMT estimation.
Artif. Intell. Medicine, 2020

2018
Cage Active Contours for image warping and morphing.
EURASIP J. Image Video Process., 2018

Multiple Sclerosis Lesion Segmentation using Improved Convolutional Neural Networks.
Proceedings of the 13th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2018), 2018

Detection of Midline Brain Abnormalities Using Convolutional Neural Networks.
Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2018

2017
Introduction to Data Science - A Python Approach to Concepts, Techniques and Applications
Undergraduate Topics in Computer Science, Springer, ISBN: 978-3-319-50017-1, 2017

A Convolutional Neural Network for Automatic Characterization of Plaque Composition in Carotid Ultrasound.
IEEE J. Biomed. Health Informatics, 2017

Subspace Procrustes Analysis.
Int. J. Comput. Vis., 2017

2016
A Gesture Recognition System for Detecting Behavioral Patterns of ADHD.
IEEE Trans. Cybern., 2016

2015
Image Segmentation With Cage Active Contours.
IEEE Trans. Image Process., 2015

FADR: Functional-Anatomical Discriminative Regions for Rest fMRI Characterization.
Proceedings of the Machine Learning in Medical Imaging - 6th International Workshop, 2015

2014
Continuous Generalized Procrustes analysis.
Pattern Recognit., 2014

Affine Coordinate-Based Parametrized Active Contours for 2D and 3D Image Segmentation.
Proceedings of the Computer Vision, Imaging and Computer Graphics - Theory and Applications, 2014

Active Contour Segmentation with Affine Coordinate-based Parametrization.
Proceedings of the VISAPP 2014, 2014

Spatial discriminant ICA for RS-fMRI characterisation.
Proceedings of the International Workshop on Pattern Recognition in Neuroimaging, 2014

Label Consistent Multiclass Discriminative Dictionary Learning for MRI Segmentation.
Proceedings of the Articulated Motion and Deformable Objects, 2014

2013
Bagged One-Class Classifiers in the Presence of Outliers.
Int. J. Pattern Recognit. Artif. Intell., 2013

Robust gait-based gender classification using depth cameras.
EURASIP J. Image Video Process., 2013

2012
Accurate Coronary Centerline Extraction, Caliber Estimation, and Catheter Detection in Angiographies.
IEEE Trans. Inf. Technol. Biomed., 2012

Automatic brain caudate nuclei segmentation and classification in diagnostic of Attention-Deficit/Hyperactivity Disorder.
Comput. Medical Imaging Graph., 2012

Active labeling: Application to wireless endoscopy analysis.
Proceedings of the 2012 International Conference on High Performance Computing & Simulation, 2012

Supervised brain segmentation and classification in diagnostic of Attention-Deficit/Hyperactivity Disorder.
Proceedings of the 2012 International Conference on High Performance Computing & Simulation, 2012

Automatic Internal Segmentation of Caudate Nucleus for Diagnosis of Attention-Deficit/Hyperactivity Disorder.
Proceedings of the Image Analysis and Recognition - 9th International Conference, 2012

Depth Information in Human Gait Analysis: An Experimental Study on Gender Recognition.
Proceedings of the Image Analysis and Recognition - 9th International Conference, 2012

2011
Accurate and Robust Fully-Automatic QCA: Method and Numerical Validation.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011

2010
Weighted Bagging for Graph Based One-Class Classifiers.
Proceedings of the Multiple Classifier Systems, 9th International Workshop, 2010

Continuous procrustes analysis to learn 2D shape models from 3D objects.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2010

Aligning endoluminal scene sequences in wireless capsule endoscopy.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2010

2008
Diagnostic System for Intestinal Motility Disfunctions Using Video Capsule Endoscopy.
Proceedings of the Computer Vision Systems, 6th International Conference, 2008

2007
Level Lines Selection with Variational Models for Segmentation and Encoding.
J. Math. Imaging Vis., 2007

A Semi-supervised Learning Method for Motility Disease Diagnostic.
Proceedings of the Progress in Pattern Recognition, 2007

Eigenmotion-Based Detection of Intestinal Contractions.
Proceedings of the Computer Analysis of Images and Patterns, 12th International Conference, 2007

2006
An axiomatic approach to scalar data interpolation on surfaces.
Numerische Mathematik, 2006

A Variational Model for P+XS Image Fusion.
Int. J. Comput. Vis., 2006

2005
A Contrast Invariant Approach to Motion Estimation.
Proceedings of the Scale Space and PDE Methods in Computer Vision, 2005


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