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Automatic multi-resolution shape modeling of multi-organ structures

Medical image analysis, 2015-10, Vol.25 (1), p.11-21

2015

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A Generic Approach to Lung Field Segmentation From Chest Radiographs Using Deep Space and Shape Learning

IEEE transactions on biomedical engineering, 2020-04, Vol.67 (4), p.1206-1220

2020

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IEEE_Xplore

Computational anatomy for multi-organ analysis in medical imaging: A review

Medical image analysis, 2019-08, Vol.56, p.44-67

2019

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Deep Learning Guided Partitioned Shape Model for Anterior Visual Pathway Segmentation

IEEE transactions on medical imaging, 2016-08, Vol.35 (8), p.1856-1865

2016

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IEEE_Xplore

Explainable Anatomical Shape Analysis Through Deep Hierarchical Generative Models

IEEE transactions on medical imaging, 2020-06, Vol.39 (6), p.2088-2099

2020

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IEEE_Xplore

Quantitative Ultrasound for Measuring Obstructive Severity in Children with Hydronephrosis

The Journal of urology, 2016-04, Vol.195 (4), p.1093-1099

2016

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Renal Segmentation From 3D Ultrasound via Fuzzy Appearance Models and Patient-Specific Alpha Shapes

IEEE transactions on medical imaging, 2016-11, Vol.35 (11), p.2393-2402

2016

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IEEE_Xplore

Ultrasound-Based Phenotyping of Lateral Ventricles to Predict Hydrocephalus Outcome in Premature Neonates

IEEE transactions on biomedical engineering, 2020-11, Vol.67 (11), p.3026-3034

2020

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IEEE_Xplore

Hierarchical Statistical Shape Models of Multiobject Anatomical Structures: Application to Brain MRI

IEEE transactions on medical imaging, 2012-03, Vol.31 (3), p.713-724

2012

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IEEE_Xplore

Ventricular shape evaluation on early ultrasound predicts post-hemorrhagic hydrocephalus

Pediatric research, 2019-02, Vol.85 (3), p.293-298

2019

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Identification of dysmorphic syndromes using landmark-specific local texture descriptors

2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI), 2016, p.1080-1083

2016

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IEEE_Xplore

Fast Multiple Landmark Localisation Using a Patch-Based Iterative Network

Medical Image Computing and Computer Assisted Intervention – MICCAI 2018, p.563-571

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Evaluation of accurate eye corner detection methods for gaze estimation

Journal of eye movement research, 2014-01, Vol.7 (3)

2014

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Study of Polynomial Mapping Functions in Video-Oculography Eye Trackers

ACM transactions on computer-human interaction, 2012-07, Vol.19 (2), p.1-25

2012

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Design of patient-specific concentric tube robots using path planning from 3-D ultrasound

2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017, Vol.2017, p.165-168

2017

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Automatic Segmentation of Neonatal Ventricles from Cranial Ultrasound for Prediction of Intraventricular Hemorrhage Outcome

2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2018, Vol.2018, p.3136-3139

2018

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Fetal Skull Reconstruction via Deep Convolutional Autoencoders

2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2018, Vol.2018, p.887-890

2018

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Cranial ultrasound-based prediction of post hemorrhagic hydrocephalus outcome in premature neonates with intraventricular hemorrhage

2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017, Vol.2017, p.169-172

2017

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3D Fetal Skull Reconstruction from 2DUS via Deep Conditional Generative Networks

Medical Image Computing and Computer Assisted Intervention – MICCAI 2018, p.383-391

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Deep learning with ultrasound physics for fetal skull segmentation

2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018), 2018, p.564-567

2018

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IEEE_Xplore

Generalized Multiresolution Hierarchical Shape Models via Automatic Landmark Clusterization

Medical Image Computing and Computer-Assisted Intervention – MICCAI 2014, 2014, Vol.17 (Pt 3), p.1-8

2014

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Automatic kidney segmentation in 3D pediatric ultrasound images using deep neural networks and weighted fuzzy active shape model

2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018), 2018, p.1170-1173

2018

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IEEE_Xplore

Hierarchical multi-resolution decomposition of statistical shape models

Signal, image and video processing, 2015-09, Vol.9 (6), p.1473-1490

2015

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3D High-Resolution Cardiac Segmentation Reconstruction From 2D Views Using Conditional Variational Autoencoders

2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019), 2019, p.1643-1646

2019

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IEEE_Xplore

Quantification of kidneys from 3D ultrasound in pediatric hydronephrosis

2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2015, Vol.2015, p.157-160

2015

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IEEE_Xplore

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Automatic multi-resolution shape modeling of multi-organ structures

A Generic Approach to Lung Field Segmentation From Chest Radiographs Using Deep Space and Shape Learning

Computational anatomy for multi-organ analysis in medical imaging: A review

Deep Learning Guided Partitioned Shape Model for Anterior Visual Pathway Segmentation

Explainable Anatomical Shape Analysis Through Deep Hierarchical Generative Models

Quantitative Ultrasound for Measuring Obstructive Severity in Children with Hydronephrosis

Renal Segmentation From 3D Ultrasound via Fuzzy Appearance Models and Patient-Specific Alpha Shapes

Ultrasound-Based Phenotyping of Lateral Ventricles to Predict Hydrocephalus Outcome in Premature Neonates

Hierarchical Statistical Shape Models of Multiobject Anatomical Structures: Application to Brain MRI

Ventricular shape evaluation on early ultrasound predicts post-hemorrhagic hydrocephalus

Identification of dysmorphic syndromes using landmark-specific local texture descriptors

Fast Multiple Landmark Localisation Using a Patch-Based Iterative Network

Evaluation of accurate eye corner detection methods for gaze estimation

Study of Polynomial Mapping Functions in Video-Oculography Eye Trackers

Design of patient-specific concentric tube robots using path planning from 3-D ultrasound

Automatic Segmentation of Neonatal Ventricles from Cranial Ultrasound for Prediction of Intraventricular Hemorrhage Outcome

Fetal Skull Reconstruction via Deep Convolutional Autoencoders

Cranial ultrasound-based prediction of post hemorrhagic hydrocephalus outcome in premature neonates with intraventricular hemorrhage

3D Fetal Skull Reconstruction from 2DUS via Deep Conditional Generative Networks

Deep learning with ultrasound physics for fetal skull segmentation

Generalized Multiresolution Hierarchical Shape Models via Automatic Landmark Clusterization

Automatic kidney segmentation in 3D pediatric ultrasound images using deep neural networks and weighted fuzzy active shape model

Hierarchical multi-resolution decomposition of statistical shape models

3D High-Resolution Cardiac Segmentation Reconstruction From 2D Views Using Conditional Variational Autoencoders

Quantification of kidneys from 3D ultrasound in pediatric hydronephrosis

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