Geometry Issues of a Gaze Tracking System. - Arantxa Villanueva; Juan J. Cerrolaza; Rafael Cabeza (HCI (6), 2007)

Taxonomic study of polynomial regressions applied to the calibration of video-oculographic systems. - Juan J. Cerrolaza; Arantxa Villanueva; Rafael Cabeza (ETRA, 2008)

Shape Constraint Strategies: Novel Approaches and Comparative Robustness. - Juan J. Cerrolaza; Arantxa Villanueva; Rafael Cabeza (BMVC, 2011)

Fully-automatic glottis segmentation with active shape models. - Juan J. Cerrolaza; Víctor Osma-Ruiz; Nicolás Sáenz-Lechón; Arantxa Villanueva; Juana M. Gutiérrez-Arriola; Juan Ignacio Godino-Llorente; Rafael Cabeza (MAVEBA, 2011)

Error characterization and compensation in eye tracking systems. - Juan J. Cerrolaza; Arantxa Villanueva; Maria Villanueva; Rafael Cabeza (ETRA, 2012)

Full Multiresolution Active Shape Models. - Juan J. Cerrolaza; Arantxa Villanueva; Federico Sukno; Constantine Butakoff; Alejandro F. Frangi; Rafael Cabeza (J. Math. Imaging Vis., 2012)

Hierarchical Statistical Shape Models of Multiobject Anatomical Structures: Application to Brain MRI. - Juan J. Cerrolaza; Arantxa Villanueva; Rafael Cabeza (IEEE Trans. Medical Imaging, 2012)

Study of Polynomial Mapping Functions in Video-Oculography Eye Trackers. - Juan J. Cerrolaza; Arantxa Villanueva; Rafael Cabeza (ACM Trans. Comput. Hum. Interact., 2012)

Multiresolution Hierarchical Shape Models in 3D Subcortical Brain Structures. - Juan J. Cerrolaza; Noemí Carranza-Herrezuelo; Arantxa Villanueva; Rafael Cabeza; Miguel Ángel González Ballester; Marius George Linguraru (MICCAI (2), 2013)

MR Enterography Image Fusion in Small Bowel Analysis. - Juan J. Cerrolaza; Nabile M. Safdar; Raymond W. Sze; Marius George Linguraru (CLIP, 2013)

Segmentation of kidney in 3D-ultrasound images using Gabor-based appearance models. - Juan J. Cerrolaza; Nabile M. Safdar; Craig A. Peters; Emmarie Myers; James Jago; Marius George Linguraru (ISBI, 2014)

Ultrasound based computer-aided-diagnosis of kidneys for pediatric hydronephrosis. - Juan J. Cerrolaza; Craig A. Peters; Aaron D. Martin; Emmarie Myers; Nabile M. Safdar; Marius George Linguraru (Computer-Aided Diagnosis, 2014)

Hierarchical Shape Modeling of the Cochlea and Surrounding Risk Structures for Minimally Invasive Cochlear Implant Surgery. - Juan J. Cerrolaza; Sergio Vera; Alexis Bagué; Mario Ceresa; Pablo Migliorelli; Marius George Linguraru; Miguel Ángel González Ballester (CLIP@MICCAI, 2014)

Generalized Multiresolution Hierarchical Shape Models via Automatic Landmark Clusterization. - Juan J. Cerrolaza; Arantxa Villanueva; Mauricio Reyes 001; Rafael Cabeza; Miguel Ángel González Ballester; Marius George Linguraru (MICCAI (3), 2014)

Weighted Partitioned Active Shape Model for Optic Pathway Segmentation in MRI. - Xue Yang; Juan J. Cerrolaza; Chunzhe Duan; Qian Zhao 003; Jonathan G. Murnick; Nabile M. Safdar; Robert Avery; Marius George Linguraru (CLIP@MICCAI, 2014)

Quantification of kidneys from 3D ultrasound in pediatric hydronephrosis. - Juan J. Cerrolaza; Enrico Grisan; Nabile M. Safdar; Emmarie Myers; James Jago; Craig A. Peters; Marius George Linguraru (EMBC, 2015)

Quantification, validation, and follow-up of small bowel motility in Crohn's disease. - Juan J. Cerrolaza; Jennifer Q. Peng; Nabile M. Safdar; Laurie Conklin; Raymond W. Sze; Marius George Linguraru (Computer-Aided Diagnosis, 2015)

Positive Delta Detection for Alpha Shape Segmentation of 3D Ultrasound Images of Pathologic Kidneys. - Juan J. Cerrolaza; Christopher Meyer; James Jago; Craig A. Peters; Marius George Linguraru (MICCAI (3), 2015)

Partitioned Shape Modeling with On-the-Fly Sparse Appearance Learning for Anterior Visual Pathway Segmentation. - Awais Mansoor; Juan J. Cerrolaza; Robert Avery; Marius George Linguraru (CLIP@MICCAI, 2015)

Automatic multi-resolution shape modeling of multi-organ structures. - Juan J. Cerrolaza; Mauricio Reyes 001; Ronald M. Summers; Miguel Ángel González Ballester; Marius George Linguraru (Medical Image Anal., 2015)

Hierarchical multi-resolution decomposition of statistical shape models. - Juan J. Cerrolaza; Arantxa Villanueva; Rafael Cabeza (Signal Image Video Process., 2015)

Identification of dysmorphic syndromes using landmark-specific local texture descriptors. - Juan J. Cerrolaza; Antonio R. Porras; Awais Mansoor; Qian Zhao 003; Marshall Summar; Marius George Linguraru (ISBI, 2016)

Semi-automatic assessment of pediatric hydronephrosis severity in 3D ultrasound. - Juan J. Cerrolaza; Hansel Otero; Peter Yao; Elijah Biggs; Awais Mansoor; Roberto Ardon; James Jago; Craig A. Peters; Marius George Linguraru (Computer-Aided Diagnosis, 2016)

Soft Multi-organ Shape Models via Generalized PCA: A General Framework. - Juan J. Cerrolaza; Ronald M. Summers; Marius George Linguraru (MICCAI (3), 2016)

Renal Segmentation From 3D Ultrasound via Fuzzy Appearance Models and Patient-Specific Alpha Shapes. - Juan J. Cerrolaza; Nabile M. Safdar; Elijah Biggs; James Jago; Craig A. Peters; Marius George Linguraru (IEEE Trans. Medical Imaging, 2016)

Deep Learning Guided Partitioned Shape Model for Anterior Visual Pathway Segmentation. - Awais Mansoor; Juan J. Cerrolaza; Rabia Idrees; Elijah Biggs; Mohammad A. Alsharid; Robert A. Avery; Marius George Linguraru (IEEE Trans. Medical Imaging, 2016)

Design of patient-specific concentric tube robots using path planning from 3-D ultrasound. - Tania K. Morimoto; Juan J. Cerrolaza; Michael H. Hsieh; Kevin Cleary; Allison M. Okamura; Marius George Linguraru (EMBC, 2017)

Cranial ultrasound-based prediction of post hemorrhagic hydrocephalus outcome in premature neonates with intraventricular hemorrhage. - Pooneh R. Tabrizi; Rawad Obeid; Awais Mansoor; Scott Ensel; Juan J. Cerrolaza; Anna A. Penn; Marius George Linguraru (EMBC, 2017)

Fetal Skull Segmentation in 3D Ultrasound via Structured Geodesic Random Forest. - Juan J. Cerrolaza; Ozan Oktay; Alberto Gómez 002; Jacqueline Matthew; Caroline L. Knight; Bernhard Kainz; Daniel Rueckert (FIFI/OMIA@MICCAI, 2017)

Marginal shape deep learning: applications to pediatric lung field segmentation. - Awais Mansoor; Juan J. Cerrolaza; Geovanny F. Perez; Elijah Biggs; Gustavo Nino; Marius George Linguraru (Image Processing, 2017)

Fetal Skull Reconstruction via Deep Convolutional Autoencoders. - Juan J. Cerrolaza; Yuanwei Li; Carlo Biffi; Alberto Gómez 002; Jacqueline Matthew; Matthew Sinclair; Chandni Gupta; Caroline L. Knight; Daniel Rueckert (EMBC, 2018)

Human-level Performance On Automatic Head Biometrics In Fetal Ultrasound Using Fully Convolutional Neural Networks. - 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 (EMBC, 2018)

Automatic Segmentation of Neonatal Ventricles from Cranial Ultrasound for Prediction of Intraventricular Hemorrhage Outcome. - Pooneh R. Tabrizi; Rawad Obeid; Juan J. Cerrolaza; Anna A. Penn; Awais Mansoor; Marius George Linguraru (EMBC, 2018)

Deep learning with ultrasound physics for fetal skull segmentation. - Juan J. Cerrolaza; Matthew Sinclair; Yuanwei Li; Alberto Gómez 002; Enzo Ferrante; Jacqueline Matthew; Chandni Gupta; Caroline L. Knight; Daniel Rueckert (ISBI, 2018)

Automatic kidney segmentation in 3D pediatric ultrasound images using deep neural networks and weighted fuzzy active shape model. - Pooneh R. Tabrizi; Awais Mansoor; Juan J. Cerrolaza; James Jago; Marius George Linguraru (ISBI, 2018)

3D Fetal Skull Reconstruction from 2DUS via Deep Conditional Generative Networks. - Juan J. Cerrolaza; Yuanwei Li; Carlo Biffi; Alberto Gómez 002; Matthew Sinclair; Jacqueline Matthew; Caronline Knight; Bernhard Kainz; Daniel Rueckert (MICCAI (1), 2018)

Fast Multiple Landmark Localisation Using a Patch-Based Iterative Network. - Yuanwei Li; Amir Alansary; Juan J. Cerrolaza; Bishesh Khanal; Matthew Sinclair; Jacqueline Matthew; Chandni Gupta; Caroline L. Knight; Bernhard Kainz; Daniel Rueckert (MICCAI (1), 2018)

Standard Plane Detection in 3D Fetal Ultrasound Using an Iterative Transformation Network. - Yuanwei Li; Bishesh Khanal; Benjamin Hou; Amir Alansary; Juan J. Cerrolaza; Matthew Sinclair; Jacqueline Matthew; Chandni Gupta; Caroline L. Knight; Bernhard Kainz; Daniel Rueckert (MICCAI (1), 2018)

Small Organ Segmentation in Whole-Body MRI Using a Two-Stage FCN and Weighting Schemes. - Vanya V. Valindria; Ioannis Lavdas; Juan J. Cerrolaza; Eric O. Aboagye; Andrea G. Rockall; Daniel Rueckert; Ben Glocker (MLMI@MICCAI, 2018)

3D High-Resolution Cardiac Segmentation Reconstruction From 2D Views Using Conditional Variational Autoencoders. - Carlo Biffi; Juan J. Cerrolaza; Giacomo Tarroni; Antonio de Marvao; Stuart A. Cook; Declan P. O'Regan; Daniel Rueckert (ISBI, 2019)

Automatic Segmentation of The Renal Collecting System in 3D Pediatric Ultrasound to Assess the Severity of Hydronephrosis. - Pooneh R. Tabrizi; Awais Mansoor; Juan J. Cerrolaza; Jonathan Zember; Hans G. Pohl; James Jago; Marius George Linguraru (ISBI, 2019)

Explainable Shape Analysis through Deep Hierarchical Generative Models: Application to Cardiac Remodeling. - Carlo Biffi; Juan J. Cerrolaza; Giacomo Tarroni; Wenjia Bai; Ozan Oktay; Loïc Le Folgoc; Konstantinos Kamnitsas; Antonio de Marvao; Georgia Doumou; Jinming Duan 001; Sanjay K. Prasad; Stuart A. Cook; et al. (CoRR, 2019)

Computational anatomy for multi-organ analysis in medical imaging: A review. - Juan J. Cerrolaza; Mirella López Picazo; Ludovic Humbert; Yoshinobu Sato; Daniel Rueckert; Miguel Ángel González Ballester; Marius George Linguraru (Medical Image Anal., 2019)

A Generic Approach to Lung Field Segmentation From Chest Radiographs Using Deep Space and Shape Learning. - Awais Mansoor; Juan J. Cerrolaza; Geovanny F. Perez; Elijah Biggs; Kazunori Okada; Gustavo Nino; Marius George Linguraru (IEEE Trans. Biomed. Eng., 2020)

Ultrasound-Based Phenotyping of Lateral Ventricles to Predict Hydrocephalus Outcome in Premature Neonates. - Pooneh R. Tabrizi; Awais Mansoor; Rawad Obeid; Juan J. Cerrolaza; Daniel A. Perez; Jonathan Zember; Anna A. Penn; Marius George Linguraru (IEEE Trans. Biomed. Eng., 2020)

Explainable Anatomical Shape Analysis Through Deep Hierarchical Generative Models. - 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 001; Sanjay K. Prasad; et al. (IEEE Trans. Medical Imaging, 2020)