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Spatio-Temporal U-Net for Cerebral Artery and Vein Segmentation in Digital Subtraction Angiography


Aug 03, 2022
Ruisheng Su, Matthijs van der Sluijs, Sandra Cornelissen, Pieter Jan van Doormaal, Ruben van den Broek, Wim van Zwam, Jeannette Hofmeijer, Danny Ruijters, Wiro Niessen, Aad van der Lugt, Theo van Walsum

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Projection-wise Disentangling for Fair and Interpretable Representation Learning: Application to 3D Facial Shape Analysis


Jun 28, 2021
Xianjing Liu, Bo Li, Esther Bron, Wiro Niessen, Eppo Wolvius, Gennady Roshchupkin

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* Accepted at MICCAI 2021 

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Automated Estimation of the Spinal Curvature via Spine Centerline Extraction with Ensembles of Cascaded Neural Networks


Dec 11, 2019
Florian Dubost, Benjamin Collery, Antonin Renaudier, Axel Roc, Nicolas Posocco, Gerda Bortsova, Wiro Niessen, Marleen de Bruijne

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Reproducible White Matter Tract Segmentation Using 3D U-Net on a Large-scale DTI Dataset


Aug 26, 2019
Bo Li, Marius de Groot, Meike Vernooij, Arfan Ikram, Wiro Niessen, Esther Bron

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* Machine Learning in Medical Imaging (MLMI), 2018 

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A hybrid deep learning framework for integrated segmentation and registration: evaluation on longitudinal white matter tract changes


Aug 26, 2019
Bo Li, Wiro Niessen, Stefan Klein, Marius de Groot, Arfan Ikram, Meike Vernooij, Esther Bron

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* MICCAI 2019 (oral presentation) 

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Automated Image Registration Quality Assessment Utilizing Deep-learning based Ventricle Extraction in Clinical Data


Jul 01, 2019
Florian Dubost, Marleen de Bruijne, Marco Nardin, Adrian V. Dalca, Kathleen L. Donahue, Anne-Katrin Giese, Mark R. Etherton, Ona Wu, Marius de Groot, Wiro Niessen, Meike Vernooij, Natalia S. Rost, Markus D. Schirmer

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Weakly Supervised Object Detection with 2D and 3D Regression Neural Networks


Jun 14, 2019
Florian Dubost, Hieab Adams, Pinar Yilmaz, Gerda Bortsova, Gijs van Tulder, M. Arfan Ikram, Wiro Niessen, Meike Vernooij, Marleen de Bruijne

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* New version. Correction of Figure 9. Wrong order and name of methods 

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