Juan J. Cerrolaza

52 papers A 1B 3Journal 19Unranked 29

Year	Rank	Type	Title / Venue / Authors
2020	J	`jnl`	A Generic Approach to Lung Field Segmentation From Chest Radiographs Using Deep Space and Shape Learning. IEEE Trans. Biomed. Eng. Awais Mansoor, Juan J. Cerrolaza, Geovanny F. Perez, Elijah Biggs, Kazunori Okada, Gustavo Nino, Marius George Linguraru
2020	J	`jnl`	Explainable Anatomical Shape Analysis Through Deep Hierarchical Generative Models. IEEE Trans. Medical Imaging 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
2020	J	`jnl`	Ultrasound-Based Phenotyping of Lateral Ventricles to Predict Hydrocephalus Outcome in Premature Neonates. IEEE Trans. Biomed. Eng. Pooneh R. Tabrizi, Awais Mansoor, Rawad Obeid, Juan J. Cerrolaza, Daniel A. Perez, Jonathan Zember, Anna A. Penn, Marius George Linguraru
2019	—	`conf`	3D High-Resolution Cardiac Segmentation Reconstruction From 2D Views Using Conditional Variational Autoencoders. ISBI Carlo Biffi, Juan J. Cerrolaza, Giacomo Tarroni, Antonio de Marvao, Stuart A. Cook, Declan P. O'Regan, Daniel Rueckert
2019	J	`jnl`	3D High-Resolution Cardiac Segmentation Reconstruction from 2D Views using Conditional Variational Autoencoders. CoRR Carlo Biffi, Juan J. Cerrolaza, Giacomo Tarroni, Antonio de Marvao, Stuart A. Cook, Declan P. O'Regan, Daniel Rueckert
2019	—	`conf`	Automatic Segmentation of The Renal Collecting System in 3D Pediatric Ultrasound to Assess the Severity of Hydronephrosis. ISBI Pooneh R. Tabrizi, Awais Mansoor, Juan J. Cerrolaza, Jonathan Zember, Hans G. Pohl, James Jago, Marius George Linguraru
2019	J	`jnl`	Computational anatomy for multi-organ analysis in medical imaging: A review. Medical Image Anal. Juan J. Cerrolaza, Mirella López Picazo, Ludovic Humbert, Yoshinobu Sato, Daniel Rueckert, Miguel Ángel González Ballester, Marius George Linguraru
2019	J	`jnl`	Explainable Shape Analysis through Deep Hierarchical Generative Models: Application to Cardiac Remodeling. CoRR 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
2018	—	`conf`	3D Fetal Skull Reconstruction from 2DUS via Deep Conditional Generative Networks. MICCAI (1) Juan J. Cerrolaza, Yuanwei Li, Carlo Biffi, Alberto Gómez, Matthew Sinclair, Jacqueline Matthew, Caronline Knight, Bernhard Kainz, Daniel Rueckert
2018	J	`jnl`	A Generic Approach to Lung Field Segmentation from Chest Radiographs using Deep Space and Shape Learning. CoRR Awais Mansoor, Juan J. Cerrolaza, Geovanny F. Perez, Elijah Biggs, Kazunori Okada, Gustavo Nino, Marius George Linguraru
2018	—	`conf`	Automatic Segmentation of Neonatal Ventricles from Cranial Ultrasound for Prediction of Intraventricular Hemorrhage Outcome. EMBC Pooneh R. Tabrizi, Rawad Obeid, Juan J. Cerrolaza, Anna A. Penn, Awais Mansoor, Marius George Linguraru
2018	—	`conf`	Automatic kidney segmentation in 3D pediatric ultrasound images using deep neural networks and weighted fuzzy active shape model. ISBI Pooneh R. Tabrizi, Awais Mansoor, Juan J. Cerrolaza, James Jago, Marius George Linguraru
2018	J	`jnl`	Computational Anatomy for Multi-Organ Analysis in Medical Imaging: A Review. CoRR Juan J. Cerrolaza, Mirella López Picazo, Ludovic Humbert, Yoshinobu Sato, Daniel Rueckert, Miguel Ángel González Ballester, Marius George Linguraru
2018	—	`conf`	Deep learning with ultrasound physics for fetal skull segmentation. ISBI Juan J. Cerrolaza, Matthew Sinclair, Yuanwei Li, Alberto Gómez, Enzo Ferrante, Jacqueline Matthew, Chandni Gupta, Caroline L. Knight, Daniel Rueckert
2018	—	`conf`	Fast Multiple Landmark Localisation Using a Patch-Based Iterative Network. MICCAI (1) Yuanwei Li, Amir Alansary, Juan J. Cerrolaza, Bishesh Khanal, Matthew Sinclair, Jacqueline Matthew, Chandni Gupta, Caroline L. Knight, Bernhard Kainz, Daniel Rueckert
2018	J	`jnl`	Fast Multiple Landmark Localisation Using a Patch-based Iterative Network. CoRR Yuanwei Li, Amir Alansary, Juan J. Cerrolaza, Bishesh Khanal, Matthew Sinclair, Jacqueline Matthew, Chandni Gupta, Caroline L. Knight, Bernhard Kainz, Daniel Rueckert
2018	—	`conf`	Fetal Skull Reconstruction via Deep Convolutional Autoencoders. EMBC Juan J. Cerrolaza, Yuanwei Li, Carlo Biffi, Alberto Gómez, Jacqueline Matthew, Matthew Sinclair, Chandni Gupta, Caroline L. Knight, Daniel Rueckert
2018	—	`conf`	Small Organ Segmentation in Whole-Body MRI Using a Two-Stage FCN and Weighting Schemes. MLMI@MICCAI Vanya V. Valindria, Ioannis Lavdas, Juan J. Cerrolaza, Eric O. Aboagye, Andrea G. Rockall, Daniel Rueckert, Ben Glocker
2018	J	`jnl`	Small Organ Segmentation in Whole-body MRI using a Two-stage FCN and Weighting Schemes. CoRR Vanya V. Valindria, Ioannis Lavdas, Juan J. Cerrolaza, Eric O. Aboagye, Andrea G. Rockall, Daniel Rueckert, Ben Glocker
2018	—	`conf`	Standard Plane Detection in 3D Fetal Ultrasound Using an Iterative Transformation Network. MICCAI (1) Yuanwei Li, Bishesh Khanal, Benjamin Hou, Amir Alansary, Juan J. Cerrolaza, Matthew Sinclair, Jacqueline Matthew, Chandni Gupta, Caroline L. Knight, Bernhard Kainz, Daniel Rueckert
2018	J	`jnl`	Standard Plane Detection in 3D Fetal Ultrasound Using an Iterative Transformation Network. CoRR Yuanwei Li, Bishesh Khanal, Benjamin Hou, Amir Alansary, Juan J. Cerrolaza, Matthew Sinclair, Jacqueline Matthew, Chandni Gupta, Caroline L. Knight, Bernhard Kainz, Daniel Rueckert
2017	—	`conf`	Cranial ultrasound-based prediction of post hemorrhagic hydrocephalus outcome in premature neonates with intraventricular hemorrhage. EMBC Pooneh R. Tabrizi, Rawad Obeid, Awais Mansoor, Scott Ensel, Juan J. Cerrolaza, Anna A. Penn, Marius George Linguraru
2017	—	`conf`	Design of patient-specific concentric tube robots using path planning from 3-D ultrasound. EMBC Tania K. Morimoto, Juan J. Cerrolaza, Michael H. Hsieh, Kevin Cleary, Allison M. Okamura, Marius George Linguraru
2017	—	`conf`	Fetal Skull Segmentation in 3D Ultrasound via Structured Geodesic Random Forest. FIFI/OMIA@MICCAI Juan J. Cerrolaza, Ozan Oktay, Alberto Gómez, Jacqueline Matthew, Caroline L. Knight, Bernhard Kainz, Daniel Rueckert
2017	B	`conf`	Marginal shape deep learning: applications to pediatric lung field segmentation. Image Processing Awais Mansoor, Juan J. Cerrolaza, Geovanny F. Perez, Elijah Biggs, Gustavo Nino, Marius George Linguraru
2016	J	`jnl`	Deep Learning Guided Partitioned Shape Model for Anterior Visual Pathway Segmentation. IEEE Trans. Medical Imaging Awais Mansoor, Juan J. Cerrolaza, Rabia Idrees, Elijah Biggs, Mohammad A. Alsharid, Robert A. Avery, Marius George Linguraru
2016	—	`conf`	Identification of dysmorphic syndromes using landmark-specific local texture descriptors. ISBI Juan J. Cerrolaza, Antonio R. Porras, Awais Mansoor, Qian Zhao, Marshall Summar, Marius George Linguraru
2016	J	`jnl`	Renal Segmentation From 3D Ultrasound via Fuzzy Appearance Models and Patient-Specific Alpha Shapes. IEEE Trans. Medical Imaging Juan J. Cerrolaza, Nabile M. Safdar, Elijah Biggs, James Jago, Craig A. Peters, Marius George Linguraru
2016	—	`conf`	Semi-automatic assessment of pediatric hydronephrosis severity in 3D ultrasound. Computer-Aided Diagnosis Juan J. Cerrolaza, Hansel Otero, Peter Yao, Elijah Biggs, Awais Mansoor, Roberto Ardon, James Jago, Craig A. Peters, Marius George Linguraru
2016	—	`conf`	Soft Multi-organ Shape Models via Generalized PCA: A General Framework. MICCAI (3) Juan J. Cerrolaza, Ronald M. Summers, Marius George Linguraru
2015	J	`jnl`	Automatic multi-resolution shape modeling of multi-organ structures. Medical Image Anal. Juan J. Cerrolaza, Mauricio Reyes, Ronald M. Summers, Miguel Ángel González Ballester, Marius George Linguraru
2015	J	`jnl`	Hierarchical multi-resolution decomposition of statistical shape models. Signal Image Video Process. Juan J. Cerrolaza, Arantxa Villanueva, Rafael Cabeza
2015	—	`conf`	Partitioned Shape Modeling with On-the-Fly Sparse Appearance Learning for Anterior Visual Pathway Segmentation. CLIP@MICCAI Awais Mansoor, Juan J. Cerrolaza, Robert Avery, Marius George Linguraru
2015	J	`jnl`	Partitioned Shape Modeling with On-the-Fly Sparse Appearance Learning for Anterior Visual Pathway Segmentation. CoRR Awais Mansoor, Juan J. Cerrolaza, Robert Avery, Marius George Linguraru
2015	—	`conf`	Positive Delta Detection for Alpha Shape Segmentation of 3D Ultrasound Images of Pathologic Kidneys. MICCAI (3) Juan J. Cerrolaza, Christopher Meyer, James Jago, Craig A. Peters, Marius George Linguraru
2015	—	`conf`	Quantification of kidneys from 3D ultrasound in pediatric hydronephrosis. EMBC Juan J. Cerrolaza, Enrico Grisan, Nabile M. Safdar, Emmarie Myers, James Jago, Craig A. Peters, Marius George Linguraru
2015	—	`conf`	Quantification, validation, and follow-up of small bowel motility in Crohn's disease. Computer-Aided Diagnosis Juan J. Cerrolaza, Jennifer Q. Peng, Nabile M. Safdar, Laurie Conklin, Raymond W. Sze, Marius George Linguraru
2014	—	`conf`	Generalized Multiresolution Hierarchical Shape Models via Automatic Landmark Clusterization. MICCAI (3) Juan J. Cerrolaza, Arantxa Villanueva, Mauricio Reyes, Rafael Cabeza, Miguel Ángel González Ballester, Marius George Linguraru
2014	—	`conf`	Hierarchical Shape Modeling of the Cochlea and Surrounding Risk Structures for Minimally Invasive Cochlear Implant Surgery. CLIP@MICCAI Juan J. Cerrolaza, Sergio Vera, Alexis Bagué, Mario Ceresa, Pablo Migliorelli, Marius George Linguraru, Miguel Ángel González Ballester
2014	—	`conf`	Segmentation of kidney in 3D-ultrasound images using Gabor-based appearance models. ISBI Juan J. Cerrolaza, Nabile M. Safdar, Craig A. Peters, Emmarie Myers, James Jago, Marius George Linguraru
2014	—	`conf`	Ultrasound based computer-aided-diagnosis of kidneys for pediatric hydronephrosis. Computer-Aided Diagnosis Juan J. Cerrolaza, Craig A. Peters, Aaron D. Martin, Emmarie Myers, Nabile M. Safdar, Marius George Linguraru
2014	—	`conf`	Weighted Partitioned Active Shape Model for Optic Pathway Segmentation in MRI. CLIP@MICCAI Xue Yang, Juan J. Cerrolaza, Chunzhe Duan, Qian Zhao, Jonathan G. Murnick, Nabile M. Safdar, Robert Avery, Marius George Linguraru
2013	—	`conf`	MR Enterography Image Fusion in Small Bowel Analysis. CLIP Juan J. Cerrolaza, Nabile M. Safdar, Raymond W. Sze, Marius George Linguraru
2013	—	`conf`	Multiresolution Hierarchical Shape Models in 3D Subcortical Brain Structures. MICCAI (2) Juan J. Cerrolaza, Noemí Carranza-Herrezuelo, Arantxa Villanueva, Rafael Cabeza, Miguel Ángel González Ballester, Marius George Linguraru
2012	B	`conf`	Error characterization and compensation in eye tracking systems. ETRA Juan J. Cerrolaza, Arantxa Villanueva, Maria Villanueva, Rafael Cabeza
2012	J	`jnl`	Full Multiresolution Active Shape Models. J. Math. Imaging Vis. Juan J. Cerrolaza, Arantxa Villanueva, Federico Sukno, Constantine Butakoff, Alejandro F. Frangi, Rafael Cabeza
2012	J	`jnl`	Hierarchical Statistical Shape Models of Multiobject Anatomical Structures: Application to Brain MRI. IEEE Trans. Medical Imaging Juan J. Cerrolaza, Arantxa Villanueva, Rafael Cabeza
2012	J	`jnl`	Study of Polynomial Mapping Functions in Video-Oculography Eye Trackers. ACM Trans. Comput. Hum. Interact. Juan J. Cerrolaza, Arantxa Villanueva, Rafael Cabeza
2011	—	`conf`	Fully-automatic glottis segmentation with active shape models. MAVEBA Juan J. Cerrolaza, Víctor Osma-Ruiz, Nicolás Sáenz-Lechón, Arantxa Villanueva, Juana M. Gutiérrez-Arriola, Juan Ignacio Godino-Llorente, Rafael Cabeza
2011	A	`conf`	Shape Constraint Strategies: Novel Approaches and Comparative Robustness. BMVC Juan J. Cerrolaza, Arantxa Villanueva, Rafael Cabeza
2008	B	`conf`	Taxonomic study of polynomial regressions applied to the calibration of video-oculographic systems. ETRA Juan J. Cerrolaza, Arantxa Villanueva, Rafael Cabeza
2007	—	`conf`	Geometry Issues of a Gaze Tracking System. HCI (6) Arantxa Villanueva, Juan J. Cerrolaza, Rafael Cabeza