L. Igual

Most-cited papers

A Variational Model for P+XS Image Fusion
C. Ballester, V. Caselles, L. Igual, J. Verdera +1 more
2006International Journal of Computer Vision469 citations
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A Convolutional Neural Network for Automatic Characterization of Plaque Composition in Carotid Ultrasound
Karim Lekadir, A. Galimzianova, À. Betriu, M. Vila +5 more
2016IEEE journal of biomedical and health informatics178 citations Open access
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Robust gait-based gender classification using depth cameras
L. Igual, Àgata Lapedriza, Ricard Borràs
2013EURASIP Journal on Image and Video Processing169 citations Open access
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Data preparation for artificial intelligence in medical imaging: A comprehensive guide to open-access platforms and tools.
O. Diaz, Kaisar Kushibar, Richard Osuala, Akis Linardos +6 more
2021Physica medica (Testo stampato)134 citations Open access
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Data-driven system to predict academic grades and dropout
Sergi Rovira, Eloi Puertas, L. Igual
2017PLoS ONE126 citations Open access
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A large-scale multicenter breast cancer DCE-MRI benchmark dataset with expert segmentations
Lidia Garrucho, Kaisar Kushibar, C. Reidel, Smriti Joshi +29 more
2024Scientific Data82 citations Open access
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Accurate Coronary Centerline Extraction, Caliber Estimation, and Catheter Detection in Angiographies
Antonio Hernández-Vela, C. Gatta, Sergio Escalera, L. Igual +3 more
2012IEEE Transactions on Information Technology in Biomedicine59 citations
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Semantic segmentation with DenseNets for carotid artery ultrasound plaque segmentation and CIMT estimation
Maria Del Mar Vila, Beatriz Remeseiro, M. Grau, R. Elosúa +3 more
2020Artif. Intell. Medicine58 citations Open access
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Introduction to Data Science: A Python Approach to Concepts, Techniques and Applications
L. Igual, Santi Segu, Jordi Vitri, Eloi Puertas +5 more
201756 citations
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Depth Information in Human Gait Analysis: An Experimental Study on Gender Recognition
Ricard Borràs, Àgata Lapedriza, L. Igual
2012International Conference on Image Analysis and Recognition49 citations
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A Gesture Recognition System for Detecting Behavioral Patterns of ADHD
Miguel Angel Bautista, Antonio Hernández-Vela, Sergio Escalera, L. Igual +4 more
2014IEEE Transactions on Cybernetics47 citations Open access
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Level Lines Selection with Variational Models for Segmentation and Encoding
C. Ballester, V. Caselles, L. Igual, Luis Garrido
2006Journal of Mathematical Imaging and Vision43 citations
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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 +6 more
2022Frontiers in Oncology36 citations Open access
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A fully-automatic caudate nucleus segmentation of brain MRI: Application in volumetric analysis of pediatric attention-deficit/hyperactivity disorder
L. Igual, J. Soliva, Antonio Hernández-Vela, Sergio Escalera +3 more
2011BioMedical Engineering OnLine35 citations Open access
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Intestinal motor activity, endoluminal motion and transit
F. de Iorio, C. Malagelada, F. Azpiroz, M. Maluenda +4 more
2009Neurogastroenterology and Motility33 citations
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Automatic low baseline stereo in urban areas
L. Igual, Javier Preciozzi, Luis Garrido, Andrés Almansa +2 more
200733 citations Open access
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An end-to-end framework for intima media measurement and atherosclerotic plaque detection in the carotid artery
Lucas Gago, M. Vila, Maria Grau, Beatriz Remeseiro +1 more
2022Comput. Methods Programs Biomed.28 citations Open access
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FADR: Functional-Anatomical Discriminative Regions for Rest fMRI Characterization
M. Nuñez-Garcia, Sonja Simpraga, M. Jurado, M. Garolera +2 more
2015Machine Learning for Multimodal Interaction28 citations Open access
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Automatic brain caudate nuclei segmentation and classification in diagnostic of Attention-Deficit/Hyperactivity Disorder
L. Igual, J. Soliva, Sergio Escalera, R. Gimeno +2 more
2012Comput. Medical Imaging Graph.28 citations
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Continuous Generalized Procrustes analysis
L. Igual, Xavier Perez-Sala, Sergio Escalera, Cecilio Angulo +1 more
2014Pattern Recognition26 citations
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An axiomatic approach to scalar data interpolation on surfaces
V. Caselles, L. Igual, O. Sander
2006Numerische Mathematik26 citations
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Weighted Bagging for Graph Based One-Class Classifiers
S. Seguí, L. Igual, Jordi Vitrià
2010International Workshop on Multiple Classifier Systems22 citations
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A Contrast Invariant Approach to Motion Estimation
V. Caselles, L. Garrido, L. Igual
2005Scale-Space20 citations
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Spatial discriminant ICA for RS-fMRI characterisation
A. Tabas, E. Balaguer-Ballester, L. Igual
2014International Workshop on Pattern Recognition in NeuroImaging19 citations
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Uniform Sampling of Rotations for Discrete and Continuous Learning of 2D Shape Models
Xavier Perez-Sala, L. Igual, Sergio Escalera, Cecilio Angulo
201219 citations Open access
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Increased nucleus accumbens volume in first-episode psychosis.
M. Forns-Nadal, D. Bergé, F. Sem, A. Mané +3 more
2017Psychiatry research. Neuroimaging18 citations Open access
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Multiple Sclerosis Lesion Segmentation using Improved Convolutional Neural Networks
Erol Kazancli, Vesna Prchkovska, P. Rodrigues, P. Villoslada +1 more
2018VISIGRAPP16 citations Open access
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Automatic Discrimination of Duodenum in Wireless Capsule Video Endoscopy
L. Igual, Jordi Vitrià, F. Vilariño, S. Seguí +3 more
200914 citations
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Diagnostic System for Intestinal Motility Disfunctions Using Video Capsule Endoscopy
S. Seguí, L. Igual, F. Vilariño, P. Radeva +3 more
2008International Conference on Virtual Storytelling11 citations
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Label Consistent Multiclass Discriminative Dictionary Learning for MRI Segmentation
O. Benkarim, P. Radeva, L. Igual
2014Articulated Motion and Deformable Objects10 citations
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Accurate and Robust Fully-Automatic QCA: Method and Numerical Validation
Antonio Hernández-Vela, C. Gatta, Sergio Escalera, L. Igual +2 more
2011International Conference on Medical Image Computing and Computer-Assisted Intervention10 citations Open access
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Eigenmotion-Based Detection of Intestinal Contractions
L. Igual, S. Seguí, Jordi Vitrià, F. Azpiroz +1 more
2007International Conference on Computer Analysis of Images and Patterns10 citations
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Subspace Procrustes Analysis
Xavier Perez-Sala, F. De la Torre, L. Igual, Sergio Escalera +1 more
2014International Journal of Computer Vision9 citations Open access
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Supervised brain segmentation and classification in diagnostic of Attention-Deficit/Hyperactivity Disorder
L. Igual, J. Soliva, Antonio Hernández-Vela, Sergio Escalera +2 more
2012International Symposium on High Performance Computing Systems and Applications9 citations
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Statistical Natural Language Processing for Sentiment Analysis
L. Igual, S. Seguí
20177 citations
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Image Segmentation With Cage Active Contours
L. Garrido, M. Guerrieri, L. Igual
2015IEEE Transactions on Image Processing7 citations
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Bagged One-Class Classifiers in the Presence of Outliers
S. Seguí, L. Igual, Jordi Vitrià
2013International journal of pattern recognition and artificial intelligence7 citations
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Automatic Internal Segmentation of Caudate Nucleus for Diagnosis of Attention-Deficit/Hyperactivity Disorder
L. Igual, J. Soliva, R. Gimeno, Sergio Escalera +2 more
2012International Conference on Image Analysis and Recognition7 citations
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Continuous procrustes analysis to learn 2D shape models from 3D objects
L. Igual, F. De la Torre
20102010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition - Workshops7 citations
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Introduction to Data Science: A Python Approach to Concepts, Techniques and Applications
L. Igual, S. Seguí
2024Undergraduate Topics in Computer Science6 citations
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Aligning endoluminal scene sequences in wireless capsule endoscopy
Michal Drozdzal, L. Igual, Jordi Vitrià, C. Malagelada +2 more
20102010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition - Workshops6 citations
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A Semi-supervised Learning Method for Motility Disease Diagnostic
S. Seguí, L. Igual, P. Radeva, C. Malagelada +2 more
2007Iberoamerican Congress on Pattern Recognition5 citations
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Last Advances on Automatic Carotid Artery Analysis in Ultrasound Images: Towards Deep Learning
Maria del Mar Vila, Beatriz Remeseiro, M. Grau, R. Elosúa +1 more
2021Handbook of Artificial Intelligence in Healthcare4 citations Open access
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Active labeling: Application to wireless endoscopy analysis
P. Radeva, Michal Drozdzal, S. Seguí, L. Igual +3 more
2012International Symposium on High Performance Computing Systems and Applications4 citations
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ADHD indicators modelling based on Dynamic Time Warping from RGBD data : A feasibility study
Antonio Hernández-Vela, Miguel Reyes, L. Igual, J. Moya +2 more
20114 citations
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Human pose completion in partial body camera shots
R. Tous, Jordi Nin, L. Igual
2023Journal of Experimental & Theoretical Artificial Intelligence3 citations Open access
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Do individuals with autoimmune disease have increased risk of subclinical carotid atherosclerosis and stiffness?
Maria del Mar Vila, Beatriz Remeseiro, L. Igual, R. Elosúa +5 more
2021Hypertension Research3 citations Open access
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Active contour segmentation with affine coordinate-based parametrization
Qi Xue, L. Igual, A. Berenguel, M. Guerrieri +1 more
2015International Conference on Computer Vision Theory and Applications3 citations Open access
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A Contrast Invariant Approach to Motion Estimation: Validation and Application to Motion Estimation Improvement
V. Caselles, Luis Garrido, L. Igual
20083 citations
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Polyvascular Subclinical Atherosclerosis: Correlation Between Ankle Brachial Index and Carotid Atherosclerosis in a Population-Based Sample
Maria del Mar Vila, L. Igual, Beatriz Remeseiro, R. Elosúa +5 more
2022Angiology2 citations
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