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Juan J. Cerrolaza
Juan Cerrolaza Martinez
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2020 – today
- 2020
- [j11]Awais Mansoor
, Juan J. Cerrolaza, Geovanny F. Perez
A Generic Approach to Lung Field Segmentation From Chest Radiographs Using Deep Space and Shape Learning. IEEE Trans. Biomed. Eng. 67(4): 1206-1220 (2020) - [j10]Pooneh R. Tabrizi
Ultrasound-Based Phenotyping of Lateral Ventricles to Predict Hydrocephalus Outcome in Premature Neonates. IEEE Trans. Biomed. Eng. 67(11): 3026-3034 (2020) - [j9]Carlo Biffi
Explainable Anatomical Shape Analysis Through Deep Hierarchical Generative Models. IEEE Trans. Medical Imaging 39(6): 2088-2099 (2020)
2010 – 2019
- 2019
- [j8]Juan J. Cerrolaza, Mirella López Picazo, Ludovic Humbert, Yoshinobu Sato, Daniel Rueckert
Computational anatomy for multi-organ analysis in medical imaging: A review. Medical Image Anal. 56: 44-67 (2019) - [c34]Carlo Biffi, Juan J. Cerrolaza, Giacomo Tarroni
3D High-Resolution Cardiac Segmentation Reconstruction From 2D Views Using Conditional Variational Autoencoders. ISBI 2019: 1643-1646 - [c33]Pooneh R. Tabrizi, Awais Mansoor, Juan J. Cerrolaza, Jonathan Zember, Hans G. Pohl, James Jago, Marius George Linguraru:
Automatic Segmentation of The Renal Collecting System in 3D Pediatric Ultrasound to Assess the Severity of Hydronephrosis. ISBI 2019: 1717-1720 - [i9]Carlo Biffi, Juan J. Cerrolaza, Giacomo Tarroni, Antonio de Marvao, Stuart A. Cook, Declan P. O'Regan, Daniel Rueckert:
3D High-Resolution Cardiac Segmentation Reconstruction from 2D Views using Conditional Variational Autoencoders. CoRR abs/1902.11000 (2019) - [i8]Carlo Biffi, Juan J. Cerrolaza, Giacomo Tarroni, Wenjia Bai, Ozan Oktay, Loïc Le Folgoc, Konstantinos Kamnitsas, Antonio de Marvao, Georgia Doumou, Jinming Duan, Sanjay K. Prasad, Stuart A. Cook, Declan P. O'Regan, Daniel Rueckert:
Explainable Shape Analysis through Deep Hierarchical Generative Models: Application to Cardiac Remodeling. CoRR abs/1907.00058 (2019) - 2018
- [c32]Matthew Sinclair, Christian F. Baumgartner
Human-level Performance On Automatic Head Biometrics In Fetal Ultrasound Using Fully Convolutional Neural Networks. EMBC 2018: 714-717 - [c31]Juan J. Cerrolaza, Yuanwei Li, Carlo Biffi, Alberto Gómez, Jacqueline Matthew
Fetal Skull Reconstruction via Deep Convolutional Autoencoders. EMBC 2018: 887-890 - [c30]Pooneh R. Tabrizi, Rawad Obeid, Juan J. Cerrolaza, Anna A. Penn, Awais Mansoor, Marius George Linguraru:
Automatic Segmentation of Neonatal Ventricles from Cranial Ultrasound for Prediction of Intraventricular Hemorrhage Outcome. EMBC 2018: 3136-3139 - [c29]Juan J. Cerrolaza, Matthew Sinclair, Yuanwei Li, Alberto Gómez, Enzo Ferrante, Jacqueline Matthew
Deep learning with ultrasound physics for fetal skull segmentation. ISBI 2018: 564-567 - [c28]Pooneh R. Tabrizi, Awais Mansoor, Juan J. Cerrolaza, James Jago, Marius George Linguraru:
Automatic kidney segmentation in 3D pediatric ultrasound images using deep neural networks and weighted fuzzy active shape model. ISBI 2018: 1170-1173 - [c27]Vanya V. Valindria
Small Organ Segmentation in Whole-Body MRI Using a Two-Stage FCN and Weighting Schemes. MLMI@MICCAI 2018: 346-354 - [c26]Juan J. Cerrolaza, Yuanwei Li, Carlo Biffi, Alberto Gómez, Matthew Sinclair, Jacqueline Matthew
3D Fetal Skull Reconstruction from 2DUS via Deep Conditional Generative Networks. MICCAI (1) 2018: 383-391 - [c25]Yuanwei Li, Bishesh Khanal
Standard Plane Detection in 3D Fetal Ultrasound Using an Iterative Transformation Network. MICCAI (1) 2018: 392-400 - [c24]Yuanwei Li, Amir Alansary, Juan J. Cerrolaza, Bishesh Khanal
Fast Multiple Landmark Localisation Using a Patch-Based Iterative Network. MICCAI (1) 2018: 563-571 - [i7]Matthew Sinclair, Christian F. Baumgartner, Jacqueline Matthew
Human-level Performance On Automatic Head Biometrics In Fetal Ultrasound Using Fully Convolutional Neural Networks. CoRR abs/1804.09102 (2018) - [i6]Yuanwei Li, Amir Alansary, Juan J. Cerrolaza, Bishesh Khanal, Matthew Sinclair, Jacqueline Matthew
Fast Multiple Landmark Localisation Using a Patch-based Iterative Network. CoRR abs/1806.06987 (2018) - [i5]Yuanwei Li, Bishesh Khanal, Benjamin Hou, Amir Alansary, Juan J. Cerrolaza, Matthew Sinclair, Jacqueline Matthew
Standard Plane Detection in 3D Fetal Ultrasound Using an Iterative Transformation Network. CoRR abs/1806.07486 (2018) - [i4]Awais Mansoor, Juan J. Cerrolaza, Geovanny F. Perez, Elijah Biggs, Kazunori Okada, Gustavo Nino, Marius George Linguraru:
A Generic Approach to Lung Field Segmentation from Chest Radiographs using Deep Space and Shape Learning. CoRR abs/1807.04339 (2018) - [i3]Vanya V. Valindria, Ioannis Lavdas, Juan J. Cerrolaza, Eric O. Aboagye, Andrea G. Rockall, Daniel Rueckert, Ben Glocker:
Small Organ Segmentation in Whole-body MRI using a Two-stage FCN and Weighting Schemes. CoRR abs/1807.11368 (2018) - [i2]Juan J. Cerrolaza, Mirella López Picazo, Ludovic Humbert, Yoshinobu Sato, Daniel Rueckert, Miguel Ángel González Ballester, Marius George Linguraru:
Computational Anatomy for Multi-Organ Analysis in Medical Imaging: A Review. CoRR abs/1812.08577 (2018) - 2017
- [c23]Tania K. Morimoto, Juan J. Cerrolaza, Michael H. Hsieh, Kevin Cleary, Allison M. Okamura, Marius George Linguraru:
Design of patient-specific concentric tube robots using path planning from 3-D ultrasound. EMBC 2017: 165-168 - [c22]Pooneh R. Tabrizi, Rawad Obeid, Awais Mansoor, Scott Ensel, Juan J. Cerrolaza, Anna A. Penn, Marius George Linguraru:
Cranial ultrasound-based prediction of post hemorrhagic hydrocephalus outcome in premature neonates with intraventricular hemorrhage. EMBC 2017: 169-172 - [c21]Juan J. Cerrolaza, Ozan Oktay, Alberto Gómez, Jacqueline Matthew
Fetal Skull Segmentation in 3D Ultrasound via Structured Geodesic Random Forest. FIFI/OMIA@MICCAI 2017: 25-32 - [c20]Awais Mansoor, Juan J. Cerrolaza, Geovanny F. Perez
Marginal shape deep learning: applications to pediatric lung field segmentation. Medical Imaging: Image Processing 2017: 1013304 - 2016
- [j7]Awais Mansoor, Juan J. Cerrolaza, Rabia Idrees, Elijah Biggs, Mohammad A. Alsharid, Robert A. Avery, Marius George Linguraru:
Deep Learning Guided Partitioned Shape Model for Anterior Visual Pathway Segmentation. IEEE Trans. Medical Imaging 35(8): 1856-1865 (2016) - [j6]Juan J. Cerrolaza, Nabile M. Safdar, Elijah Biggs, James Jago, Craig A. Peters
Renal Segmentation From 3D Ultrasound via Fuzzy Appearance Models and Patient-Specific Alpha Shapes. IEEE Trans. Medical Imaging 35(11): 2393-2402 (2016) - [c19]Juan J. Cerrolaza, Antonio R. Porras
Identification of dysmorphic syndromes using landmark-specific local texture descriptors. ISBI 2016: 1080-1083 - [c18]Juan J. Cerrolaza, Hansel Otero
Semi-automatic assessment of pediatric hydronephrosis severity in 3D ultrasound. Medical Imaging: Computer-Aided Diagnosis 2016: 97851Q - [c17]Juan J. Cerrolaza, Ronald M. Summers, Marius George Linguraru:
Soft Multi-organ Shape Models via Generalized PCA: A General Framework. MICCAI (3) 2016: 219-228 - 2015
- [j5]Juan J. Cerrolaza, Mauricio Reyes, Ronald M. Summers, Miguel Ángel González Ballester, Marius George Linguraru:
Automatic multi-resolution shape modeling of multi-organ structures. Medical Image Anal. 25(1): 11-21 (2015) - [j4]Juan J. Cerrolaza, Arantxa Villanueva
Hierarchical multi-resolution decomposition of statistical shape models. Signal Image Video Process. 9(6): 1473-1490 (2015) - [c16]Juan J. Cerrolaza, Enrico Grisan
Quantification of kidneys from 3D ultrasound in pediatric hydronephrosis. EMBC 2015: 157-160 - [c15]Juan J. Cerrolaza, Jennifer Q. Peng, Nabile M. Safdar, Laurie Conklin, Raymond W. Sze, Marius George Linguraru:
Quantification, validation, and follow-up of small bowel motility in Crohn's disease. Medical Imaging: Computer-Aided Diagnosis 2015: 94141D - [c14]Awais Mansoor, Juan J. Cerrolaza, Robert Avery, Marius George Linguraru:
Partitioned Shape Modeling with On-the-Fly Sparse Appearance Learning for Anterior Visual Pathway Segmentation. CLIP@MICCAI 2015: 104-112 - [c13]Juan J. Cerrolaza, Christopher Meyer, James Jago, Craig A. Peters
Positive Delta Detection for Alpha Shape Segmentation of 3D Ultrasound Images of Pathologic Kidneys. MICCAI (3) 2015: 711-718 - [i1]Awais Mansoor, Juan J. Cerrolaza, Robert Avery, Marius George Linguraru:
Partitioned Shape Modeling with On-the-Fly Sparse Appearance Learning for Anterior Visual Pathway Segmentation. CoRR abs/1508.01128 (2015) - 2014
- [c12]Juan J. Cerrolaza, Nabile M. Safdar, Craig A. Peters, Emmarie Myers, James Jago, Marius George Linguraru:
Segmentation of kidney in 3D-ultrasound images using Gabor-based appearance models. ISBI 2014: 633-636 - [c11]Juan J. Cerrolaza, Craig A. Peters
Ultrasound based computer-aided-diagnosis of kidneys for pediatric hydronephrosis. Medical Imaging: Computer-Aided Diagnosis 2014: 90352T - [c10]Juan J. Cerrolaza, Arantxa Villanueva
Generalized Multiresolution Hierarchical Shape Models via Automatic Landmark Clusterization. MICCAI (3) 2014: 1-8 - [c9]Juan J. Cerrolaza, Sergio Vera, Alexis Bagué, Mario Ceresa
Hierarchical Shape Modeling of the Cochlea and Surrounding Risk Structures for Minimally Invasive Cochlear Implant Surgery. CLIP@MICCAI 2014: 59-67 - [c8]Xue Yang, Juan J. Cerrolaza, Chunzhe Duan
Weighted Partitioned Active Shape Model for Optic Pathway Segmentation in MRI. CLIP@MICCAI 2014: 109-117 - 2013
- [c7]Juan J. Cerrolaza, Nabile M. Safdar, Raymond W. Sze, Marius George Linguraru:
MR Enterography Image Fusion in Small Bowel Analysis. CLIP 2013: 48-56 - [c6]Juan J. Cerrolaza, Noemí Carranza-Herrezuelo, Arantxa Villanueva
Multiresolution Hierarchical Shape Models in 3D Subcortical Brain Structures. MICCAI (2) 2013: 641-648 - 2012
- [j3]Juan J. Cerrolaza, Arantxa Villanueva
Full Multiresolution Active Shape Models. J. Math. Imaging Vis. 44(3): 463-479 (2012) - [j2]Juan J. Cerrolaza, Arantxa Villanueva
Hierarchical Statistical Shape Models of Multiobject Anatomical Structures: Application to Brain MRI. IEEE Trans. Medical Imaging 31(3): 713-724 (2012) - [j1]Juan J. Cerrolaza, Arantxa Villanueva
Study of Polynomial Mapping Functions in Video-Oculography Eye Trackers. ACM Trans. Comput. Hum. Interact. 19(2): 10:1-10:25 (2012) - [c5]Juan J. Cerrolaza, Arantxa Villanueva
Error characterization and compensation in eye tracking systems. ETRA 2012: 205-208 - 2011
- [c4]Juan J. Cerrolaza, Arantxa Villanueva
Shape Constraint Strategies: Novel Approaches and Comparative Robustness. BMVC 2011: 1-11 - [c3]Juan J. Cerrolaza, Víctor Osma-Ruiz, Nicolás Sáenz-Lechón, Arantxa Villanueva, Juana M. Gutiérrez-Arriola, Juan Ignacio Godino-Llorente, Rafael Cabeza:
Fully-automatic glottis segmentation with active shape models. MAVEBA 2011: 35-38
2000 – 2009
- 2008
- [c2]Juan J. Cerrolaza, Arantxa Villanueva
Taxonomic study of polynomial regressions applied to the calibration of video-oculographic systems. ETRA 2008: 259-266 - 2007
- [c1]Arantxa Villanueva, Juan J. Cerrolaza, Rafael Cabeza:
Geometry Issues of a Gaze Tracking System. HCI (6) 2007: 1006-1015
Coauthor Index
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