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Wiro Niessen

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for the Heart-Brain Connection Consortium

AngioMoCo: Learning-based Motion Correction in Cerebral Digital Subtraction Angiography

Oct 09, 2023
Ruisheng Su, Matthijs van der Sluijs, Sandra Cornelissen, Wim van Zwam, Aad van der Lugt, Wiro Niessen, Danny Ruijters, Theo van Walsum, Adrian Dalca

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Prior-knowledge-informed deep learning for lacune detection and quantification using multi-site brain MRI

Jun 18, 2023
Bo Li, Jeroen de Bresser, Wiro Niessen, Matthias van Osch, Wiesje M. van der Flier, Geert Jan Biessels, Meike W. Vernooij, Esther Bron

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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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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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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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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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