Marius de Groot

31 papers Journal 22Unranked 9
YearRankTypeTitle / Venue / Authors
2024 J jnl
Expectation maximisation pseudo labels.
Medical Image Anal.
Moucheng Xu, Yukun Zhou, Chen Jin, Marius de Groot, Daniel C. Alexander, Neil P. Oxtoby, Yipeng Hu, Joseph Jacob
2023 J jnl
Expectation Maximization Pseudo Labelling for Segmentation with Limited Annotations.
CoRR
Mou-Cheng Xu, Yukun Zhou, Chen Jin, Marius de Groot, Daniel C. Alexander, Neil P. Oxtoby, Yipeng Hu, Joseph Jacob
2023 J jnl
MisMatch: Calibrated Segmentation via Consistency on Differential Morphological Feature Perturbations With Limited Labels.
IEEE Trans. Medical Imaging
Mou-Cheng Xu, Yukun Zhou, Chen Jin, Marius de Groot, Daniel C. Alexander, Neil P. Oxtoby, Joseph Jacob
2022 J jnl
Bayesian Pseudo Labels: Expectation Maximization for Robust and Efficient Semi-Supervised Segmentation.
CoRR
Mou-Cheng Xu, Yukun Zhou, Chen Jin, Marius de Groot, Daniel C. Alexander, Neil P. Oxtoby, Yipeng Hu, Joseph Jacob
2022 — conf
Bayesian Pseudo Labels: Expectation Maximization for Robust and Efficient Semi-supervised Segmentation.
MICCAI (5)
Mou-Cheng Xu, Yukun Zhou, Chen Jin, Marius de Groot, Daniel C. Alexander, Neil P. Oxtoby, Yipeng Hu, Joseph Jacob
2022 — conf
Learning Morphological Feature Perturbations for Calibrated Semi-Supervised Segmentation.
MIDL
Mou-Cheng Xu, Yukun Zhou, Chen Jin, Stefano B. Blumberg, Frederick J. Wilson, Marius de Groot, Daniel C. Alexander, Neil P. Oxtoby, Joseph Jacob
2022 J jnl
Learning Morphological Feature Perturbations for Calibrated Semi-Supervised Segmentation.
CoRR
Mou-Cheng Xu, Yukun Zhou, Chen Jin, Stefano B. Blumberg, Frederick J. Wilson, Marius de Groot, Daniel C. Alexander, Neil P. Oxtoby, Joseph Jacob
2022 J jnl
Where is VALDO? VAscular Lesions Detection and segmentatiOn challenge at MICCAI 2021.
CoRR
Carole H. Sudre, Kimberlin M. H. van Wijnen, Florian Dubost, Hieab Adams, David Atkinson, Frederik Barkhof, Mahlet A. Birhanu, Esther E. Bron, Robin Camarasa, Nish Chaturvedi, Yuan Chen, Zihao Chen, Shuai Chen, Qi Dou, Tavia E. Evans, Ivan Ezhov, Haojun Gao, Marta Gironés-Sangüesa, Juan Domingo Gispert, Beatriz Gomez Anson, Alun D. Hughes, Mohammad Arfan Ikram, Silvia Ingala, Hans Rolf Jäger, Florian Kofler, Hugo J. Kuijf, Denis Kutnar, Minho Lee, Bo Li, Luigi Lorenzini, Bjoern H. Menze, José Luis Molinuevo, Yiwei Pan, Élodie Puybareau, Rafael Rehwald, Ruisheng Su, Pengcheng Shi, Lorna Smith, Therese Tillin, Guillaume Tochon, Hélène Urien, Bas H. M. van der Velden, Isabelle F. van der Velpen, Benedikt Wiestler, Frank J. Wolters, Pinar Yilmaz, Marius de Groot, Meike W. Vernooij, Marleen de Bruijne
2021 J jnl
Longitudinal diffusion MRI analysis using Segis-Net: A single-step deep-learning framework for simultaneous segmentation and registration.
NeuroImage
Bo Li, Wiro J. Niessen, Stefan Klein, Marius de Groot, Mohammad Arfan Ikram, Meike W. Vernooij, Esther E. Bron
2021 J jnl
MisMatch: Learning to Change Predictive Confidences with Attention for Consistency-Based, Semi-Supervised Medical Image Segmentation.
CoRR
Mou-Cheng Xu, Yukun Zhou, Chen Jin, Stefano B. Blumberg, Frederick J. Wilson, Marius de Groot, Neil P. Oxtoby, Daniel C. Alexander, Joseph Jacob
2020 — conf
Image-Level Harmonization of Multi-site Data Using Image-and-Spatial Transformer Networks.
MICCAI (7)
Robert Robinson, Qi Dou, Daniel Coelho de Castro, Konstantinos Kamnitsas, Marius de Groot, Ronald M. Summers, Daniel Rueckert, Ben Glocker
2020 J jnl
Image-level Harmonization of Multi-Site Data using Image-and-Spatial Transformer Networks.
CoRR
Robert Robinson, Qi Dou, Daniel Coelho de Castro, Konstantinos Kamnitsas, Marius de Groot, Ronald M. Summers, Daniel Rueckert, Benjamin M. Glocker
2020 J jnl
Longitudinal diffusion MRI analysis using Segis-Net: a single-step deep-learning framework for simultaneous segmentation and registration.
CoRR
Bo Li, Wiro J. Niessen, Stefan Klein, Marius de Groot, Mohammad Arfan Ikram, Meike W. Vernooij, Esther E. Bron
2020 J jnl
Multi-atlas image registration of clinical data with automated quality assessment using ventricle segmentation.
Medical Image Anal.
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 J. Niessen, Meike W. Vernooij, Natalia S. Rost, Markus D. Schirmer
2020 J jnl
Neuro4Neuro: A neural network approach for neural tract segmentation using large-scale population-based diffusion imaging.
CoRR
Bo Li, Marius de Groot, Rebecca M. E. Steketee, Rozanna Meijboom, Marion Smits, Meike W. Vernooij, Mohammad Arfan Ikram, Jiren Liu, Wiro J. Niessen, Esther E. Bron
2020 J jnl
Neuro4Neuro: A neural network approach for neural tract segmentation using large-scale population-based diffusion imaging.
NeuroImage
Bo Li, Marius de Groot, Rebecca M. E. Steketee, Rozanna Meijboom, Marion Smits, Meike W. Vernooij, Mohammad Arfan Ikram, Jiren Liu, Wiro J. Niessen, Esther E. Bron
2020 J jnl
When Weak Becomes Strong: Robust Quantification of White Matter Hyperintensities in Brain MRI scans.
CoRR
Oliver Werner, Kimberlin M. H. van Wijnen, Wiro J. Niessen, Marius de Groot, Meike W. Vernooij, Florian Dubost, Marleen de Bruijne
2019 — conf
A Hybrid Deep Learning Framework for Integrated Segmentation and Registration: Evaluation on Longitudinal White Matter Tract Changes.
MICCAI (3)
Bo Li, Wiro J. Niessen, Stefan Klein, Marius de Groot, Mohammad Arfan Ikram, Meike W. Vernooij, Esther E. Bron
2019 J jnl
A hybrid deep learning framework for integrated segmentation and registration: evaluation on longitudinal white matter tract changes.
CoRR
Bo Li, Wiro J. Niessen, Stefan Klein, Marius de Groot, Mohammad Arfan Ikram, Meike W. Vernooij, Esther Bron
2019 J jnl
Automated Image Registration Quality Assessment Utilizing Deep-learning based Ventricle Extraction in Clinical Data.
CoRR
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 J. Niessen, Meike W. Vernooij, Natalia S. Rost, Markus D. Schirmer
2019 J jnl
Reproducible White Matter Tract Segmentation Using 3D U-Net on a Large-scale DTI Dataset.
CoRR
Bo Li, Marius de Groot, Meike W. Vernooij, Mohammad Arfan Ikram, Wiro J. Niessen, Esther Bron
2018 J jnl
Disconnection due to white matter hyperintensities is associated with lower cognitive scores.
NeuroImage
Carolyn D. Langen, Lotte G. M. Cremers, Marius de Groot, Tonya White, Mohammad Arfan Ikram, Wiro J. Niessen, Meike W. Vernooij
2018 — conf
Reproducible White Matter Tract Segmentation Using 3D U-Net on a Large-scale DTI Dataset.
MLMI@MICCAI
Bo Li, Marius de Groot, Meike W. Vernooij, Mohammad Arfan Ikram, Wiro J. Niessen, Esther E. Bron
2017 — conf
Heritability of connectivity and disconnectivity of the brain in a population-based study.
ISBI
Carolyn D. Langen, Gennady V. Roshchupkin, Hieab H. Adams, Marius de Groot, Frans Vos, Meike W. Vernooij, Mohammad Arfan Ikram, Wiro J. Niessen
2017 — conf
The structural disconnectome: A pathology-sensitive extension of the structural connectome.
ISBI
Carolyn D. Langen, Meike W. Vernooij, Lotte G. M. Cremers, Wyke Huizinga, Marius de Groot, Mohammad Arfan Ikram, Tonya White, Wiro J. Niessen
2013 J jnl
Improving alignment in Tract-based spatial statistics: Evaluation and optimization of image registration.
NeuroImage
Marius de Groot, Meike W. Vernooij, Stefan Klein, Mohammad Arfan Ikram, Frans M. Vos, Stephen M. Smith, Wiro J. Niessen, Jesper L. R. Andersson
2012 J jnl
Structural and diffusion MRI measures of the hippocampus and memory performance.
NeuroImage
Tom den Heijer, Fedde van der Lijn, Meike W. Vernooij, Marius de Groot, P. J. Koudstaal, Aad van der Lugt, Gabriel P. Krestin, Albert Hofman, Wiro J. Niessen, Monique M. B. Breteler
2011 J jnl
Statistical analysis of minimum cost path based structural brain connectivity.
NeuroImage
Renske de Boer, Michiel Schaap, Fedde van der Lijn, Henri A. Vrooman, Marius de Groot, Aad van der Lugt, Mohammad Arfan Ikram, Meike W. Vernooij, Monique M. B. Breteler, Wiro J. Niessen
2010 — conf
Statistical Analysis of Structural Brain Connectivity.
MICCAI (2)
Renske de Boer, Michiel Schaap, Fedde van der Lijn, Henri A. Vrooman, Marius de Groot, Meike W. Vernooij, Mohammad Arfan Ikram, Evert F. S. van Velsen, Aad van der Lugt, Monique M. B. Breteler
2009 — conf
Iterative Co-linearity Filtering and Parameterization of Fiber Tracts in the Entire Cingulum.
MICCAI (1)
Marius de Groot, Meike W. Vernooij, Stefan Klein, Alexander Leemans, Renske de Boer, Aad van der Lugt, Monique M. B. Breteler, Wiro J. Niessen
2008 J jnl
White matter atrophy and lesion formation explain the loss of structural integrity of white matter in aging.
NeuroImage
Meike W. Vernooij, Marius de Groot, Aad van der Lugt, Mohammad Arfan Ikram, Gabriel P. Krestin, Albert Hofman, Wiro J. Niessen, Monique M. B. Breteler