Laura Igual

According to our database, Laura Igual authored at least 40 papers between 2005 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Introduction to Data Science - A Python Approach to Concepts, Techniques and Applications, Second Edition

Laura Igual, Santi Seguí

Undergraduate Topics in Computer Science, Springer, ISBN: 978-3-031-48955-6, 2024

MAMA-MIA: A Large-Scale Multi-Center Breast Cancer DCE-MRI Benchmark Dataset with Expert Segmentations.

Lidia Garrucho, Claire-Anne Reidel, Kaisar Kushibar, Smriti Joshi, Richard Osuala, Apostolia Tsirikoglou, Maciej Bobowicz, Javier del Riego, Alessandro Catanese, Katarzyna Gwozdziewicz, Maria-Laura Cosaka, Pasant M. Abo-Elhoda, Sara W. Tantawy, Shorouq S. Sakrana, Norhan O. Shawky-Abdelfatah, Amr Muhammad Abdo-Salem, Androniki Kozana, Eugen Divjak, Gordana Ivanac, Katerina Nikiforaki, Michail E. Klontzas, Rosa García-Dosdá, Meltem Gulsun-Akpinar, Oguz Lafci, Ritse Mann, Carlos Martín-Isla, Fred W. Prior, Kostas Marias, Martijn P. A. Starmans, Fredrik Strand, Oliver Díaz, Laura Igual, Karim Lekadir

CoRR, 2024

Deep-stratification of the cardiovascular risk by ultrasound carotid artery images.

Maria del Mar Vila, Lucas Gago, Pablo Pérez-Sánchez, Maria Grau, Beatriz Remeseiro, Laura Igual

Biomed. Signal Process. Control., 2024

2022

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

Lidia Garrucho, Kaisar Kushibar, Richard Osuala, Oliver Díaz, Alessandro Catanese, Javier del Riego, Maciej Bobowicz, Fredrik Strand, Laura Igual, Karim Lekadir

CoRR, 2022

An end-to-end framework for intima media measurement and atherosclerotic plaque detection in the carotid artery.

Lucas Gago, Maria del Mar Vila, Maria Grau, Beatriz Remeseiro, Laura Igual

Comput. Methods Programs Biomed., 2022

Domain generalization in deep learning based mass detection in mammography: A large-scale multi-center study.

Lidia Garrucho, Kaisar Kushibar, Socayna Jouide, Oliver Díaz, Laura Igual, Karim Lekadir

Artif. Intell. Medicine, 2022

2020

Semantic segmentation with DenseNets for carotid artery ultrasound plaque segmentation and CIMT estimation.

Maria del Mar Vila, Beatriz Remeseiro, Maria Grau, Roberto Elosua, Àngels Betriu, Elvira Fernandez-Giraldez, Laura Igual

Artif. Intell. Medicine, 2020

2018

Cage Active Contours for image warping and morphing.

Jeroni Carandell, Luis Garrido, Laura Igual

EURASIP J. Image Video Process., 2018

Multiple Sclerosis Lesion Segmentation using Improved Convolutional Neural Networks.

Erol Kazancli, Vesna Prchkovska, Paulo Rodrigues, Pablo Villoslada, Laura Igual

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.

Aleix Solanes, Joaquim Radua, Laura Igual

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

Laura Igual, Santi Seguí

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.

Karim Lekadir, Alfiia Galimzianova, Àngels Betriu, Maria del Mar Vila, Laura Igual, Daniel L. Rubin, Elvira Fernández, Petia Radeva, Sandy Napel

IEEE J. Biomed. Health Informatics, 2017

Subspace Procrustes Analysis.

Xavier Perez-Sala, Fernando De la Torre, Laura Igual, Sergio Escalera, Cecilio Angulo

Int. J. Comput. Vis., 2017

2016

A Gesture Recognition System for Detecting Behavioral Patterns of ADHD.

Miguel Ángel Bautista, Antonio Hernández-Vela, Sergio Escalera, Laura Igual, Oriol Pujol, Josep Moya, Verónica Violant, María Teresa Anguera

IEEE Trans. Cybern., 2016

2015

Image Segmentation With Cage Active Contours.

Lluís Garrido, Marité Guerrieri, Laura Igual

IEEE Trans. Image Process., 2015

FADR: Functional-Anatomical Discriminative Regions for Rest fMRI Characterization.

Marta Nuñez Garcia, Sonja Simpraga, María Ángeles Jurado, Maite Garolera, Roser Pueyo, Laura Igual

Proceedings of the Machine Learning in Medical Imaging - 6th International Workshop, 2015

2014

Continuous Generalized Procrustes analysis.

Laura Igual, Xavier Perez-Sala, Sergio Escalera, Cecilio Angulo, Fernando De la Torre

Pattern Recognit., 2014

Affine Coordinate-Based Parametrized Active Contours for 2D and 3D Image Segmentation.

Qi Xue, Laura Igual, Albert Berenguel, Marité Guerrieri, Lluís Garrido

Proceedings of the Computer Vision, Imaging and Computer Graphics - Theory and Applications, 2014

Active Contour Segmentation with Affine Coordinate-based Parametrization.

Qi Xue, Laura Igual, Albert Berenguel, Marité Guerrieri, Lluís Garrido

Proceedings of the VISAPP 2014, 2014

Spatial discriminant ICA for RS-fMRI characterisation.

Alejandro Tabas, Emili Balaguer-Ballester, Laura Igual

Proceedings of the International Workshop on Pattern Recognition in Neuroimaging, 2014

Label Consistent Multiclass Discriminative Dictionary Learning for MRI Segmentation.

Oualid M. Benkarim, Petia Radeva, Laura Igual

Proceedings of the Articulated Motion and Deformable Objects, 2014

2013

Bagged One-Class Classifiers in the Presence of Outliers.

Santi Seguí, Laura Igual, Jordi Vitrià

Int. J. Pattern Recognit. Artif. Intell., 2013

Robust gait-based gender classification using depth cameras.

Laura Igual, Àgata Lapedriza, Ricard Borràs

EURASIP J. Image Video Process., 2013

2012

Accurate Coronary Centerline Extraction, Caliber Estimation, and Catheter Detection in Angiographies.

Antonio Hernández-Vela, Carlo Gatta, Sergio Escalera, Laura Igual, Victoria Martin-Yuste, Manel Sabate, Petia Radeva

IEEE Trans. Inf. Technol. Biomed., 2012

Automatic brain caudate nuclei segmentation and classification in diagnostic of Attention-Deficit/Hyperactivity Disorder.

Laura Igual, Joan Carles Soliva, Sergio Escalera, Roger Gimeno, Oscar Vilarroya, Petia Radeva

Comput. Medical Imaging Graph., 2012

Active labeling: Application to wireless endoscopy analysis.

Petia Radeva, Michal Drozdzal, Santi Seguí, Laura Igual, Carolina Malagelada, Fernando Azpiroz, Jordi Vitrià

Proceedings of the 2012 International Conference on High Performance Computing & Simulation, 2012

Supervised brain segmentation and classification in diagnostic of Attention-Deficit/Hyperactivity Disorder.

Laura Igual, Joan Carles Soliva, Antonio Hernández-Vela, Sergio Escalera, Oscar Vilarroya, Petia Radeva

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.

Laura Igual, Joan Carles Soliva, Roger Gimeno, Sergio Escalera, Oscar Vilarroya, Petia Radeva

Proceedings of the Image Analysis and Recognition - 9th International Conference, 2012

Depth Information in Human Gait Analysis: An Experimental Study on Gender Recognition.

Ricard Borràs, Àgata Lapedriza, Laura Igual

Proceedings of the Image Analysis and Recognition - 9th International Conference, 2012

2011

Accurate and Robust Fully-Automatic QCA: Method and Numerical Validation.

Antonio Hernández-Vela, Carlo Gatta, Sergio Escalera, Laura Igual, Victoria Martin-Yuste, Petia Radeva

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011

2010

Weighted Bagging for Graph Based One-Class Classifiers.

Santi Seguí, Laura Igual, Jordi Vitrià

Proceedings of the Multiple Classifier Systems, 9th International Workshop, 2010

Continuous procrustes analysis to learn 2D shape models from 3D objects.

Laura Igual, Fernando De la Torre

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2010

Aligning endoluminal scene sequences in wireless capsule endoscopy.

Michal Drozdzal, Laura Igual, Jordi Vitrià, Carolina Malagelada, Fernando Azpiroz, Petia Radeva

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2010

2008

Diagnostic System for Intestinal Motility Disfunctions Using Video Capsule Endoscopy.

Santi Seguí, Laura Igual, Fernando Vilariño, Petia Radeva, Carolina Malagelada, Fernando Azpiroz, Jordi Vitrià

Proceedings of the Computer Vision Systems, 6th International Conference, 2008

2007

Level Lines Selection with Variational Models for Segmentation and Encoding.

Coloma Ballester, Vicent Caselles, Laura Igual, Lluís Garrido

J. Math. Imaging Vis., 2007

A Semi-supervised Learning Method for Motility Disease Diagnostic.

Santi Seguí, Laura Igual, Petia Radeva, Carolina Malagelada, Fernando Azpiroz, Jordi Vitrià

Proceedings of the Progress in Pattern Recognition, 2007

Eigenmotion-Based Detection of Intestinal Contractions.

Laura Igual, Santi Seguí, Jordi Vitrià, Fernando Azpiroz, Petia Radeva

Proceedings of the Computer Analysis of Images and Patterns, 12th International Conference, 2007

2006

An axiomatic approach to scalar data interpolation on surfaces.

Vicent Caselles, Laura Igual, Oliver Sander

Numerische Mathematik, 2006

A Variational Model for P+XS Image Fusion.

Coloma Ballester, Vicent Caselles, Laura Igual, Joan Verdera, Bernard Rougé

Int. J. Comput. Vis., 2006

2005

A Contrast Invariant Approach to Motion Estimation.

Vicent Caselles, Lluís Garrido, Laura Igual

Proceedings of the Scale Space and PDE Methods in Computer Vision, 2005