Juan J. Cerrolaza

Publication Activity (10 Years)

Years Active: 2007-2020
Publications (10 Years): 30

Top Topics

Multiresolution

Ultrasound Images

Top Venues

IEEE Trans. Medical Imaging

Publications

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) (2020)
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) (2020)
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) (2020)
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 (2019)
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 (2019)
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)
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 (2019)
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)
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 (2018)
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 (2018)
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)
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)
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 (2018)
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 (2018)
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)
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)
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)
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)
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)
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 (2018)
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)
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)
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)
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)
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. Medical Imaging: Image Processing (2017)
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) (2016)
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. Medical Imaging: Computer-Aided Diagnosis (2016)
Juan J. Cerrolaza, Ronald M. Summers, Marius George Linguraru
Soft Multi-organ Shape Models via Generalized PCA: A General Framework. MICCAI (3) (2016)
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)
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) (2016)
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) (2015)
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)
Juan J. Cerrolaza, Arantxa Villanueva, Rafael Cabeza
Hierarchical multi-resolution decomposition of statistical shape models. Signal Image Video Process. 9 (6) (2015)
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)
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)
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 (2015)
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)
Xue Yang, Juan J. Cerrolaza, Chunzhe Duan, Qian Zhao, Jonathan Murnick, Nabile M. Safdar, Robert Avery, Marius George Linguraru
Weighted Partitioned Active Shape Model for Optic Pathway Segmentation in MRI. CLIP@MICCAI (2014)
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)
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)
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)
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. Medical Imaging: Computer-Aided Diagnosis (2014)
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)
Juan J. Cerrolaza, Nabile M. Safdar, Raymond W. Sze, Marius George Linguraru
MR Enterography Image Fusion in Small Bowel Analysis. CLIP (2013)
Juan J. Cerrolaza, Arantxa Villanueva, Maria Villanueva, Rafael Cabeza
Error characterization and compensation in eye tracking systems. ETRA (2012)
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) (2012)
Juan J. Cerrolaza, Arantxa Villanueva, Rafael Cabeza
Study of Polynomial Mapping Functions in Video-Oculography Eye Trackers. ACM Trans. Comput. Hum. Interact. 19 (2) (2012)
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) (2012)
Juan J. Cerrolaza, Arantxa Villanueva, Rafael Cabeza
Shape Constraint Strategies: Novel Approaches and Comparative Robustness. BMVC (2011)
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)
Juan J. Cerrolaza, Arantxa Villanueva, Rafael Cabeza
Taxonomic study of polynomial regressions applied to the calibration of video-oculographic systems. ETRA (2008)
Arantxa Villanueva, Juan J. Cerrolaza, Rafael Cabeza
Geometry Issues of a Gaze Tracking System. HCI (6) (2007)