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Mutual Information-Based Disentangled Neural Networks for Classifying Unseen Categories in Different Domains: Application to Fetal Ultrasound Imaging

IEEE transactions on medical imaging, 2021-02, Vol.40 (2), p.722-734

2021

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A Topological Loss Function for Deep-Learning Based Image Segmentation Using Persistent Homology

IEEE transactions on pattern analysis and machine intelligence, 2022-12, Vol.44 (12), p.8766-8778

2022

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AtrialJSQnet: A New framework for joint segmentation and quantification of left atrium and scars incorporating spatial and shape information

Medical image analysis, 2022-02, Vol.76, p.102303-102303, Article 102303

2022

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Medical image analysis on left atrial LGE MRI for atrial fibrillation studies: A review

Medical image analysis, 2022-04, Vol.77, p.102360-102360, Article 102360

2022

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PRETUS: A plug-in based platform for real-time ultrasound imaging research

SoftwareX, 2022-01, Vol.17, p.100959, Article 100959

2022

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Placenta segmentation in ultrasound imaging: Addressing sources of uncertainty and limited field-of-view

Medical image analysis, 2023-01, Vol.83, p.102639-102639, Article 102639

2023

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Fast fetal head compounding from multi-view 3D ultrasound

Medical image analysis, 2023-10, Vol.89, p.102793-102793, Article 102793

2023

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Revisiting mandibular symphyseal shape in juvenile early hominins and modern humans using a deformation-based approach

Folia primatologica, 2023-08, Vol.94 (4-6), p.225-247

2023

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Toward the automatic quantification of in utero brain development in 3D structural MRI: A review

Human brain mapping, 2017-05, Vol.38 (5), p.2772-2787

2017

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Exploring a new paradigm for the fetal anomaly ultrasound scan: Artificial intelligence in real time

Prenatal diagnosis, 2022-01, Vol.42 (1), p.49-59

2022

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Learning and combining image neighborhoods using random forests for neonatal brain disease classification

Medical image analysis, 2017-12, Vol.42, p.189-199

2017

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Hominin fossils from Kromdraai and Drimolen inform Paranthropus robustus craniofacial ontogeny

Science advances, 2023-05, Vol.9 (18), p.eade7165-eade7165

2023

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Statistically-driven 3D fiber reconstruction and denoising from multi-slice cardiac DTI using a Markov random field model

Medical image analysis, 2016-01, Vol.27, p.105-116

2016

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MAD: Modality Agnostic Distance Measure for Image Registration

Medical Image Computing and Computer Assisted Intervention - MICCAI 2023 Workshops, 2024, Vol.14394, p.147-156

2024

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A framework for optimal kernel-based manifold embedding of medical image data

Computerized medical imaging and graphics, 2015-04, Vol.41, p.93-107

2015

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Dynamic Graph Neural Representation Based Multi-modal Fusion Model for Cognitive Outcome Prediction in Stroke Cases

Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023, Vol.14227, p.338-347

2023

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Towards Generalised Neural Implicit Representations for Image Registration

Deep Generative Models, 2024, Vol.14533, p.45-55

2024

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ICoNIK: Generating Respiratory-Resolved Abdominal MR Reconstructions Using Neural Implicit Representations in k-Space

Deep Generative Models, 2024, Vol.14533, p.183-192

2024

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3D Arterial Segmentation via Single 2D Projections and Depth Supervision in Contrast-Enhanced CT Images

Medical Image Computing and Computer Assisted Intervention – MICCAI 2023, 2023, p.141-151

2023

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Smart Ultrasound Imaging and Perinatal, Preterm and Paediatric Image Analysis: First International Workshop, SUSI 2019, and 4th International Workshop, PIPPI 2019, Held in Conjunction with MICCAI 2019, Shenzhen, China, October 13 and 17, 2019, Proceedings

1st Edition 2019, 2019

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Multimodal image registration using Laplacian commutators

Information fusion, 2019-09, Vol.49, p.130-145

2019

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Long-Term Cognitive Outcome Prediction in Stroke Patients Using Multi-task Learning on Imaging and Tabular Data

Predictive Intelligence in Medicine, 2022, p.137-148

2022

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Coherent Multi-Transducer Ultrasound Imaging: first in vivo results

2020 IEEE International Ultrasonics Symposium (IUS), 2020, p.1-4

2020

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AtrialGeneral: Domain Generalization for Left Atrial Segmentation of Multi-center LGE MRIs

Medical Image Computing and Computer Assisted Intervention - MICCAI 2021, 2021, Vol.12906, p.557-566

2021

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Smart Ultrasound Imaging and Perinatal, Preterm and Paediatric Image Analysis: First International Workshop, SUSI 2019, and 4th International Workshop, PIPPI 2019, Held in Conjunction with MICCAI 2019, Shenzhen, China, October 13 and 17, 2019, Proceedings

2019

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Mutual Information-Based Disentangled Neural Networks for Classifying Unseen Categories in Different Domains: Application to Fetal Ultrasound Imaging

A Topological Loss Function for Deep-Learning Based Image Segmentation Using Persistent Homology

AtrialJSQnet: A New framework for joint segmentation and quantification of left atrium and scars incorporating spatial and shape information

Medical image analysis on left atrial LGE MRI for atrial fibrillation studies: A review

PRETUS: A plug-in based platform for real-time ultrasound imaging research

Placenta segmentation in ultrasound imaging: Addressing sources of uncertainty and limited field-of-view

Fast fetal head compounding from multi-view 3D ultrasound

Revisiting mandibular symphyseal shape in juvenile early hominins and modern humans using a deformation-based approach

Toward the automatic quantification of in utero brain development in 3D structural MRI: A review

Exploring a new paradigm for the fetal anomaly ultrasound scan: Artificial intelligence in real time

Learning and combining image neighborhoods using random forests for neonatal brain disease classification

Hominin fossils from Kromdraai and Drimolen inform Paranthropus robustus craniofacial ontogeny

Statistically-driven 3D fiber reconstruction and denoising from multi-slice cardiac DTI using a Markov random field model

MAD: Modality Agnostic Distance Measure for Image Registration

A framework for optimal kernel-based manifold embedding of medical image data

Dynamic Graph Neural Representation Based Multi-modal Fusion Model for Cognitive Outcome Prediction in Stroke Cases

Towards Generalised Neural Implicit Representations for Image Registration

ICoNIK: Generating Respiratory-Resolved Abdominal MR Reconstructions Using Neural Implicit Representations in k-Space

3D Arterial Segmentation via Single 2D Projections and Depth Supervision in Contrast-Enhanced CT Images

Smart Ultrasound Imaging and Perinatal, Preterm and Paediatric Image Analysis: First International Workshop, SUSI 2019, and 4th International Workshop, PIPPI 2019, Held in Conjunction with MICCAI 2019, Shenzhen, China, October 13 and 17, 2019, Proceedings

Multimodal image registration using Laplacian commutators

Long-Term Cognitive Outcome Prediction in Stroke Patients Using Multi-task Learning on Imaging and Tabular Data

Coherent Multi-Transducer Ultrasound Imaging: first in vivo results

AtrialGeneral: Domain Generalization for Left Atrial Segmentation of Multi-center LGE MRIs

Smart Ultrasound Imaging and Perinatal, Preterm and Paediatric Image Analysis: First International Workshop, SUSI 2019, and 4th International Workshop, PIPPI 2019, Held in Conjunction with MICCAI 2019, Shenzhen, China, October 13 and 17, 2019, Proceedings

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