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ORCIDJuan J. Cerrolaza
Juan Cerrolaza Martinez
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Journal Articles
- 2020
[j11]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. IEEE Trans. Biomed. Eng. 67(4): 1206-1220 (2020)- [j10]Pooneh R. Tabrizi, Awais Mansoor, Rawad Obeid, Juan J. Cerrolaza, Daniel A. Perez, Jonathan Zember, Anna A. Penn, Marius George Linguraru:
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, Juan J. Cerrolaza, Giacomo Tarroni, Wenjia Bai, Antonio de Marvao, Ozan Oktay, Christian Ledig, Loïc Le Folgoc, Konstantinos Kamnitsas, Georgia Doumou, Jinming Duan, Sanjay K. Prasad, Stuart A. Cook, Declan P. O'Regan, Daniel Rueckert:
Explainable Anatomical Shape Analysis Through Deep Hierarchical Generative Models. IEEE Trans. Medical Imaging 39(6): 2088-2099 (2020) - 2019
- [j8]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. Medical Image Anal. 56: 44-67 (2019) - 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, Marius George Linguraru:
Renal Segmentation From 3D Ultrasound via Fuzzy Appearance Models and Patient-Specific Alpha Shapes. IEEE Trans. Medical Imaging 35(11): 2393-2402 (2016) - 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, Rafael Cabeza:
Hierarchical multi-resolution decomposition of statistical shape models. Signal Image Video Process. 9(6): 1473-1490 (2015) - 2012
- [j3]Juan J. Cerrolaza, Arantxa Villanueva, Federico Sukno, Constantine Butakoff, Alejandro F. Frangi, Rafael Cabeza:
Full Multiresolution Active Shape Models. J. Math. Imaging Vis. 44(3): 463-479 (2012) - [j2]Juan J. Cerrolaza, Arantxa Villanueva, Rafael Cabeza:
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, Rafael Cabeza:
Study of Polynomial Mapping Functions in Video-Oculography Eye Trackers. ACM Trans. Comput. Hum. Interact. 19(2): 10:1-10:25 (2012)
Conference and Workshop Papers
- 2019
- [c34]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. 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 - 2018
- [c32]Matthew Sinclair, Christian F. Baumgartner, Jacqueline Matthew, Wenjia Bai, Juan Cerrolaza Martinez, Yuanwei Li, Sandra Smith, Caroline L. Knight, Bernhard Kainz, Joseph V. Hajnal, Andrew P. King, Daniel Rueckert:
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, Matthew Sinclair, Chandni Gupta, Caroline L. Knight, Daniel Rueckert:
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, Chandni Gupta, Caroline L. Knight, Daniel Rueckert:
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, 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. MLMI@MICCAI 2018: 346-354 - [c26]Juan J. Cerrolaza, Yuanwei Li, Carlo Biffi, Alberto Gómez, Matthew Sinclair, Jacqueline Matthew, Caronline Knight, Bernhard Kainz, Daniel Rueckert:
3D Fetal Skull Reconstruction from 2DUS via Deep Conditional Generative Networks. MICCAI (1) 2018: 383-391 - [c25]Yuanwei Li, Bishesh Khanal, Benjamin Hou, Amir Alansary, Juan J. Cerrolaza, Matthew Sinclair, Jacqueline Matthew, Chandni Gupta, Caroline L. Knight, Bernhard Kainz, Daniel Rueckert:
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, Matthew Sinclair, Jacqueline Matthew, Chandni Gupta, Caroline L. Knight, Bernhard Kainz, Daniel Rueckert:
Fast Multiple Landmark Localisation Using a Patch-Based Iterative Network. MICCAI (1) 2018: 563-571 - 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, Caroline L. Knight, Bernhard Kainz, Daniel Rueckert:
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, Elijah Biggs, Gustavo Nino, Marius George Linguraru:
Marginal shape deep learning: applications to pediatric lung field segmentation. Image Processing 2017: 1013304 - 2016
- [c19]Juan J. Cerrolaza, Antonio R. Porras, Awais Mansoor, Qian Zhao, Marshall Summar, Marius George Linguraru:
Identification of dysmorphic syndromes using landmark-specific local texture descriptors. ISBI 2016: 1080-1083 - [c18]Juan J. Cerrolaza, Hansel Otero, Peter Yao, Elijah Biggs, Awais Mansoor, Roberto Ardon, James Jago, Craig A. Peters, Marius George Linguraru:
Semi-automatic assessment of pediatric hydronephrosis severity in 3D ultrasound. 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
- [c16]Juan J. Cerrolaza, Enrico Grisan, Nabile M. Safdar, Emmarie Myers, James Jago, Craig A. Peters, Marius George Linguraru:
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. 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, Marius George Linguraru:
Positive Delta Detection for Alpha Shape Segmentation of 3D Ultrasound Images of Pathologic Kidneys. MICCAI (3) 2015: 711-718 - 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, Aaron D. Martin, Emmarie Myers, Nabile M. Safdar, Marius George Linguraru:
Ultrasound based computer-aided-diagnosis of kidneys for pediatric hydronephrosis. Computer-Aided Diagnosis 2014: 90352T - [c10]Juan J. Cerrolaza, Arantxa Villanueva, Mauricio Reyes, Rafael Cabeza, Miguel Ángel González Ballester, Marius George Linguraru:
Generalized Multiresolution Hierarchical Shape Models via Automatic Landmark Clusterization. MICCAI (3) 2014: 1-8 - [c9]Juan J. Cerrolaza, Sergio Vera, Alexis Bagué, Mario Ceresa, Pablo Migliorelli, Marius George Linguraru, Miguel Ángel González Ballester:
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, Qian Zhao, Jonathan G. Murnick, Nabile M. Safdar, Robert Avery, Marius George Linguraru:
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, Rafael Cabeza, Miguel Ángel González Ballester, Marius George Linguraru:
Multiresolution Hierarchical Shape Models in 3D Subcortical Brain Structures. MICCAI (2) 2013: 641-648 - 2012
- [c5]Juan J. Cerrolaza, Arantxa Villanueva, Maria Villanueva, Rafael Cabeza:
Error characterization and compensation in eye tracking systems. ETRA 2012: 205-208 - 2011
- [c4]Juan J. Cerrolaza, Arantxa Villanueva, Rafael Cabeza:
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 - 2008
- [c2]Juan J. Cerrolaza, Arantxa Villanueva, Rafael Cabeza:
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
Informal and Other Publications
- 2019
- [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
- [i7]Matthew Sinclair, Christian F. Baumgartner, Jacqueline Matthew, Wenjia Bai, Juan Cerrolaza Martinez, Yuanwei Li, Sandra Smith, Caroline L. Knight, Bernhard Kainz, Joseph V. Hajnal, Andrew P. King, Daniel Rueckert:
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, Chandni Gupta, Caroline L. Knight, Bernhard Kainz, Daniel Rueckert:
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, Chandni Gupta, Caroline L. Knight, Bernhard Kainz, Daniel Rueckert:
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) - 2015
- [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)
Coauthor Index
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