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Laura Igual Laura Igual Santi Seguí Introduction to Data Science - A Python Approach to Concepts, Techniques and Applications, Second Edition Springer 2024 1-243 Undergraduate Topics in Computer Science 978-3-031-48955-6 https://doi.org/10.1007/978-3-031-48956-3
Maria del Mar Vila Lucas Gago Pablo Pérez-Sánchez Maria Grau Beatriz Remeseiro Laura Igual Deep-stratification of the cardiovascular risk by ultrasound carotid artery images. 106035 2024 91 Biomed. Signal Process. Control. https://doi.org/10.1016/j.bspc.2024.106035 db/journals/bspc/bspc91.html#VilaGPGRI24
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 MAMA-MIA: A Large-Scale Multi-Center Breast Cancer DCE-MRI Benchmark Dataset with Expert Segmentations. 2024 abs/2406.13844 CoRR https://doi.org/10.48550/arXiv.2406.13844 db/journals/corr/corr2406.html#abs-2406-13844
Lidia Garrucho Kaisar Kushibar Socayna Jouide Oliver Díaz Laura Igual Karim Lekadir Domain generalization in deep learning based mass detection in mammography: A large-scale multi-center study. 102386 2022 132 Artif. Intell. Medicine https://doi.org/10.1016/j.artmed.2022.102386 db/journals/artmed/artmed132.html#GarruchoKJDIL22
Lucas Gago Maria del Mar Vila Maria Grau Beatriz Remeseiro Laura Igual An end-to-end framework for intima media measurement and atherosclerotic plaque detection in the carotid artery. 106954 2022 223 Comput. Methods Programs Biomed. https://doi.org/10.1016/j.cmpb.2022.106954 https://www.wikidata.org/entity/Q113319108 db/journals/cmpb/cmpb223.html#GagoVGRI22
Lidia Garrucho Kaisar Kushibar Socayna Jouide Oliver Díaz Laura Igual Karim Lekadir Domain generalization in deep learning-based mass detection in mammography: A large-scale multi-center study. 2022 abs/2201.11620 CoRR https://arxiv.org/abs/2201.11620 db/journals/corr/corr2201.html#abs-2201-11620
Lidia Garrucho Kaisar Kushibar Richard Osuala Oliver Díaz Alessandro Catanese Javier del Riego Maciej Bobowicz Fredrik Strand Laura Igual Karim Lekadir High-resolution synthesis of high-density breast mammograms: Application to improved fairness in deep learning based mass detection. 2022 abs/2209.09809 CoRR https://doi.org/10.48550/arXiv.2209.09809 db/journals/corr/corr2209.html#abs-2209-09809
Maria del Mar Vila Beatriz Remeseiro Maria Grau Roberto Elosua Àngels Betriu Elvira Fernandez-Giraldez Laura Igual Semantic segmentation with DenseNets for carotid artery ultrasound plaque segmentation and CIMT estimation. 101784 2020 103 Artif. Intell. Medicine https://doi.org/10.1016/j.artmed.2019.101784 https://www.wikidata.org/entity/Q90115715 db/journals/artmed/artmed103.html#VilaRGEBFI20
Jeroni Carandell Luis Garrido Laura Igual Cage Active Contours for image warping and morphing. 10 2018 2018 EURASIP J. Image Video Process. https://doi.org/10.1186/s13640-018-0248-z db/journals/ejivp/ejivp2018.html#CarandellGI18
Aleix Solanes Joaquim Radua Laura Igual Detection of Midline Brain Abnormalities Using Convolutional Neural Networks. 152-160 2018 BrainLes@MICCAI (1) https://doi.org/10.1007/978-3-030-11723-8_15 conf/miccai/2018brainles-1 db/conf/miccai/brainles2018-1.html#SolanesRI18 Erol Kazancli Vesna Prchkovska Paulo Rodrigues Pablo Villoslada Laura Igual Multiple Sclerosis Lesion Segmentation using Improved Convolutional Neural Networks. 260-269 2018 VISIGRAPP (4: VISAPP) https://doi.org/10.5220/0006540902600269 conf/visapp/2018-1 db/conf/visapp/visapp2018-1.html#KazancliPRVI18 Laura Igual Santi Seguí Introduction to Data Science - A Python Approach to Concepts, Techniques and Applications Springer 2017 1-215 Undergraduate Topics in Computer Science 978-3-319-50016-4 978-3-319-50017-1 https://doi.org/10.1007/978-3-319-50017-1
Xavier Perez-Sala Fernando De la Torre Laura Igual Sergio Escalera Cecilio Angulo Subspace Procrustes Analysis. 327-343 2017 121 Int. J. Comput. Vis. 3 https://doi.org/10.1007/s11263-016-0938-x db/journals/ijcv/ijcv121.html#Perez-SalaTIEA17
Karim Lekadir Alfiia Galimzianova Àngels Betriu Maria del Mar Vila Laura Igual Daniel L. Rubin Elvira Fernández Petia Radeva Sandy Napel A Convolutional Neural Network for Automatic Characterization of Plaque Composition in Carotid Ultrasound. 48-55 2017 21 IEEE J. Biomed. Health Informatics 1 https://doi.org/10.1109/JBHI.2016.2631401 https://www.wikidata.org/entity/Q47111378 db/journals/titb/titb21.html#LekadirGBVIRFRN17
Miguel Ángel Bautista 0001 Antonio Hernández-Vela Sergio Escalera Laura Igual Oriol Pujol Josep Moya Verónica Violant María Teresa Anguera A Gesture Recognition System for Detecting Behavioral Patterns of ADHD. 136-147 2016 46 IEEE Trans. Cybern. 1 https://doi.org/10.1109/TCYB.2015.2396635 https://www.wikidata.org/entity/Q50752320 db/journals/tcyb/tcyb46.html#BautistaHEIPMVA16
Lluís Garrido Marité Guerrieri Laura Igual Image Segmentation With Cage Active Contours. 5557-5566 2015 24 IEEE Trans. Image Process. 12 https://doi.org/10.1109/TIP.2015.2472298 https://www.wikidata.org/entity/Q86022849 db/journals/tip/tip24.html#GarridoGI15
Marta Nuñez Garcia Sonja Simpraga María Ángeles Jurado Maite Garolera Roser Pueyo Laura Igual FADR: Functional-Anatomical Discriminative Regions for Rest fMRI Characterization. 61-68 2015 MLMI https://doi.org/10.1007/978-3-319-24888-2_8 https://www.wikidata.org/entity/Q61937158 conf/miccai/2015mlmi db/conf/miccai/mlmi2015.html#GarciaSJGPI15
Laura Igual Xavier Perez-Sala Sergio Escalera Cecilio Angulo Fernando De la Torre Continuous Generalized Procrustes analysis. 659-671 2014 47 Pattern Recognit. 2 https://doi.org/10.1016/j.patcog.2013.08.006 https://www.wikidata.org/entity/Q61869496 db/journals/pr/pr47.html#IgualPEAT14
Oualid M. Benkarim Petia Radeva Laura Igual Label Consistent Multiclass Discriminative Dictionary Learning for MRI Segmentation. 138-147 2014 AMDO https://doi.org/10.1007/978-3-319-08849-5_14 https://www.wikidata.org/entity/Q63443079 conf/amdo/2014 db/conf/amdo/amdo2014.html#BenkarimRI14 Xavier Perez-Sala Fernando De la Torre Laura Igual Sergio Escalera Cecilio Angulo Subspace Procrustes Analysis. 654-668 2014 ECCV Workshops (1) https://doi.org/10.1007/978-3-319-16178-5_46 https://www.wikidata.org/entity/Q61869459 conf/eccv/2014w1 db/conf/eccv/eccv2014w1.html#Perez-SalaTIEA14 Alejandro Tabas Emili Balaguer-Ballester Laura Igual Spatial discriminant ICA for RS-fMRI characterisation. 1-4 2014 PRNI https://doi.org/10.1109/PRNI.2014.6858546 conf/prni/2014 db/conf/prni/prni2014.html#TabasBI14 Qi Xue Laura Igual Albert Berenguel Marité Guerrieri Lluís Garrido Active Contour Segmentation with Affine Coordinate-based Parametrization. 5-14 2014 VISAPP (1) https://doi.org/10.5220/0004677200050014 conf/visapp/2014-1 db/conf/visapp/visapp2014-1.html#XueIBGG14 Qi Xue Laura Igual Albert Berenguel Marité Guerrieri Lluís Garrido Affine Coordinate-Based Parametrized Active Contours for 2D and 3D Image Segmentation. 206-222 2014 VISIGRAPP (Selected Papers) https://doi.org/10.1007/978-3-319-25117-2_13 conf/visapp/2014-s db/conf/visapp/visigrapp2014.html#XueIBGG14a
Miguel Ángel Bautista 0001 Antonio Hernández-Vela Sergio Escalera Laura Igual Oriol Pujol Josep Moya Verónica Violant María Teresa Anguera A Gesture Recognition System for Detecting Behavioral Patterns of ADHD. 2014 abs/1410.4485 CoRR http://arxiv.org/abs/1410.4485 db/journals/corr/corr1410.html#BautistaHEIPMVA14
Laura Igual Àgata Lapedriza Ricard Borràs Robust gait-based gender classification using depth cameras. 1 2013 2013 EURASIP J. Image Video Process. https://doi.org/10.1186/1687-5281-2013-1 https://www.wikidata.org/entity/Q59294702 db/journals/ejivp/ejivp2013.html#IgualLB13
Santi Seguí Laura Igual Jordi Vitrià Bagged One-Class Classifiers in the Presence of Outliers. 2013 27 Int. J. Pattern Recognit. Artif. Intell. 5 https://doi.org/10.1142/S0218001413500146 db/journals/ijprai/ijprai27.html#SeguiIV13
Laura Igual Joan Carles Soliva Sergio Escalera Roger Gimeno Oscar Vilarroya Petia Radeva Automatic brain caudate nuclei segmentation and classification in diagnostic of Attention-Deficit/Hyperactivity Disorder. 591-600 2012 36 Comput. Medical Imaging Graph. 8 https://doi.org/10.1016/j.compmedimag.2012.08.002 https://www.wikidata.org/entity/Q45960214 db/journals/cmig/cmig36.html#IgualSEGVR12
Antonio Hernández-Vela Carlo Gatta Sergio Escalera Laura Igual Victoria Martin-Yuste Manel Sabate Petia Radeva Accurate Coronary Centerline Extraction, Caliber Estimation, and Catheter Detection in Angiographies. 1332-1340 2012 16 IEEE Trans. Inf. Technol. Biomed. 6 https://doi.org/10.1109/TITB.2012.2220781 https://www.wikidata.org/entity/Q50782019 db/journals/titb/titb16.html#Hernandez-VelaGEIMSR12
Ricard Borràs Àgata Lapedriza Laura Igual Depth Information in Human Gait Analysis: An Experimental Study on Gender Recognition. 98-105 2012 ICIAR (2) https://doi.org/10.1007/978-3-642-31298-4_12 conf/iciar/2012-2 db/conf/iciar/iciar2012-2.html#BorrasLI12 Laura Igual Joan Carles Soliva Roger Gimeno Sergio Escalera Oscar Vilarroya Petia Radeva Automatic Internal Segmentation of Caudate Nucleus for Diagnosis of Attention-Deficit/Hyperactivity Disorder. 222-229 2012 ICIAR (2) https://doi.org/10.1007/978-3-642-31298-4_27 https://www.wikidata.org/entity/Q60633357 conf/iciar/2012-2 db/conf/iciar/iciar2012-2.html#IgualSGEVR12 Petia Radeva Michal Drozdzal Santi Seguí Laura Igual Carolina Malagelada Fernando Azpiroz Jordi Vitrià Active labeling: Application to wireless endoscopy analysis. 174-181 2012 HPCS https://doi.org/10.1109/HPCSim.2012.6266908 https://www.wikidata.org/entity/Q59686520 conf/ieeehpcs/2012 db/conf/ieeehpcs/ieeehpcs2012.html#RadevaDSIMAV12 Laura Igual Joan Carles Soliva Antonio Hernández-Vela Sergio Escalera Oscar Vilarroya Petia Radeva Supervised brain segmentation and classification in diagnostic of Attention-Deficit/Hyperactivity Disorder. 182-187 2012 HPCS https://doi.org/10.1109/HPCSim.2012.6266909 https://www.wikidata.org/entity/Q60633358 conf/ieeehpcs/2012 db/conf/ieeehpcs/ieeehpcs2012.html#IgualSHEVR12 Antonio Hernández-Vela Carlo Gatta Sergio Escalera Laura Igual Victoria Martin-Yuste Petia Radeva Accurate and Robust Fully-Automatic QCA: Method and Numerical Validation. 496-503 2011 MICCAI (3) https://doi.org/10.1007/978-3-642-23626-6_61 https://www.wikidata.org/entity/Q61869724 conf/miccai/2011-3 db/conf/miccai/miccai2011-3.html#Hernandez-VelaGEIMR11 Laura Igual Fernando De la Torre Continuous procrustes analysis to learn 2D shape models from 3D objects. 17-22 2010 CVPR Workshops https://doi.org/10.1109/CVPRW.2010.5543280 https://doi.ieeecomputersociety.org/10.1109/CVPRW.2010.5543280 conf/cvpr/2010w db/conf/cvpr/cvprw2010.html#IgualT10 Michal Drozdzal Laura Igual Jordi Vitrià Carolina Malagelada Fernando Azpiroz Petia Radeva Aligning endoluminal scene sequences in wireless capsule endoscopy. 117-124 2010 CVPR Workshops https://doi.org/10.1109/CVPRW.2010.5543456 https://doi.ieeecomputersociety.org/10.1109/CVPRW.2010.5543456 https://www.wikidata.org/entity/Q59686579 conf/cvpr/2010w db/conf/cvpr/cvprw2010.html#DrozdzalIVMAR10 Santi Seguí Laura Igual Jordi Vitrià Weighted Bagging for Graph Based One-Class Classifiers. 1-10 2010 MCS https://doi.org/10.1007/978-3-642-12127-2_1 conf/mcs/2010 db/conf/mcs/mcs2010.html#SeguiIV10 Santi Seguí Laura Igual Fernando Vilariño Petia Radeva Carolina Malagelada Fernando Azpiroz Jordi Vitrià Diagnostic System for Intestinal Motility Disfunctions Using Video Capsule Endoscopy. 251-260 2008 ICVS https://doi.org/10.1007/978-3-540-79547-6_24 https://www.wikidata.org/entity/Q59686778 conf/icvs/2008 db/conf/icvs/icvs2008.html#SeguiIVRMAV08
Coloma Ballester Vicent Caselles Laura Igual Lluís Garrido Level Lines Selection with Variational Models for Segmentation and Encoding. 5-27 2007 27 J. Math. Imaging Vis. 1 https://doi.org/10.1007/s10851-006-7252-0 db/journals/jmiv/jmiv27.html#BallesterCIG07
Laura Igual Santi Seguí Jordi Vitrià Fernando Azpiroz Petia Radeva Eigenmotion-Based Detection of Intestinal Contractions. 293-300 2007 conf/caip/2007 CAIP https://doi.org/10.1007/978-3-540-74272-2_37 db/conf/caip/caip2007.html#IgualSVAR07 Santi Seguí Laura Igual Petia Radeva Carolina Malagelada Fernando Azpiroz Jordi Vitrià A Semi-supervised Learning Method for Motility Disease Diagnostic. 773-782 2007 conf/ciarp/2007 CIARP https://doi.org/10.1007/978-3-540-76725-1_80 https://www.wikidata.org/entity/Q59686765 db/conf/ciarp/ciarp2007.html#SeguiIRMAV07
Coloma Ballester Vicent Caselles Laura Igual Joan Verdera Bernard Rougé A Variational Model for P+XS Image Fusion. 43-58 2006 69 Int. J. Comput. Vis. 1 https://doi.org/10.1007/s11263-006-6852-x db/journals/ijcv/ijcv69.html#BallesterCIVR06
Vicent Caselles Laura Igual Oliver Sander An axiomatic approach to scalar data interpolation on surfaces. 383-411 2006 102 Numerische Mathematik 3 https://doi.org/10.1007/s00211-005-0656-8 db/journals/nm/nm102.html#CasellesIS06
Vicent Caselles Lluís Garrido Laura Igual A Contrast Invariant Approach to Motion Estimation. 242-253 https://doi.org/10.1007/11408031_21 2005 conf/scalespace/2005 Scale-Space db/conf/scalespace/scalespace2005.html#CasellesGI05 Amr Muhammad Abdo-Salem Pasant M. Abo-Elhoda María Teresa Anguera Cecilio Angulo Fernando Azpiroz Emili Balaguer-Ballester Coloma Ballester Miguel Ángel Bautista 0001 Oualid M. Benkarim Albert Berenguel Àngels Betriu Maciej Bobowicz Ricard Borràs Jeroni Carandell Vicent Caselles Alessandro Catanese Maria-Laura Cosaka Oliver Díaz Eugen Divjak Michal Drozdzal Roberto Elosua Sergio Escalera Elvira Fernández Elvira Fernandez-Giraldez Lucas Gago Alfiia Galimzianova Marta Nuñez Garcia Rosa García-Dosdá Maite Garolera Lluís Garrido Luis Garrido Lidia Garrucho Carlo Gatta Roger Gimeno Maria Grau Marité Guerrieri Meltem Gulsun-Akpinar Katarzyna Gwozdziewicz Antonio Hernández-Vela Verónica Violant HolzVerónica Violant Gordana Ivanac Smriti Joshi Socayna Jouide María Ángeles Jurado Erol Kazancli Michail E. Klontzas Androniki Kozana Kaisar Kushibar Oguz Lafci Àgata Lapedriza Karim Lekadir Carolina Malagelada Ritse Mann Kostas Marias Carlos Martín-Isla Victoria Martin-Yuste Josep Moya Sandy Napel Katerina Nikiforaki Richard Osuala Xavier Perez-Sala Pablo Pérez-Sánchez Vesna PrckovskaVesna Prchkovska Fred W. Prior Roser Pueyo Oriol Pujol Petia Radeva Joaquim Radua Claire-Anne Reidel Beatriz Remeseiro Javier del Riego Paulo Rodrigues Bernard Rougé Daniel L. Rubin Manel Sabate Shorouq S. Sakrana Oliver Sander Santi Seguí Norhan O. Shawky-Abdelfatah Sonja Simpraga Aleix Solanes Joan Carles Soliva Martijn P. A. Starmans Fredrik Strand Alejandro Tabas-DiazAlejandro Tabas Sara W. Tantawy Fernando De la Torre Apostolia Tsirikoglou Joan Verdera Maria del Mar Vila Fernando Vilariño Oscar Vilarroya Pablo Villoslada Jordi Vitrià Qi Xue