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Marius de Groot
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2020 – today
- 2024
- [j11]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:
Where is VALDO? VAscular Lesions Detection and segmentatiOn challenge at MICCAI 2021. Medical Image Anal. 91: 103029 (2024) - [j10]Moucheng Xu
, Yukun Zhou
, Chen Jin
, Marius de Groot
, Daniel C. Alexander
, Neil P. Oxtoby
, Yipeng Hu
, Joseph Jacob
:
Expectation maximisation pseudo labels. Medical Image Anal. 94: 103125 (2024) - 2023
- [j9]Mou-Cheng Xu
, Yukun Zhou
, Chen Jin, Marius de Groot
, Daniel C. Alexander
, Neil P. Oxtoby
, Joseph Jacob
:
MisMatch: Calibrated Segmentation via Consistency on Differential Morphological Feature Perturbations With Limited Labels. IEEE Trans. Medical Imaging 42(10): 2988-2999 (2023) - [i12]Mou-Cheng Xu, Yukun Zhou, Chen Jin, Marius de Groot, Daniel C. Alexander
, Neil P. Oxtoby, Yipeng Hu, Joseph Jacob:
Expectation Maximization Pseudo Labelling for Segmentation with Limited Annotations. CoRR abs/2305.01747 (2023) - 2022
- [c9]Mou-Cheng Xu, Yukun Zhou
, Chen Jin, Marius de Groot, Daniel C. Alexander
, Neil P. Oxtoby, Yipeng Hu, Joseph Jacob:
Bayesian Pseudo Labels: Expectation Maximization for Robust and Efficient Semi-supervised Segmentation. MICCAI (5) 2022: 580-590 - [c8]Mou-Cheng Xu, Yukun Zhou, Chen Jin, Stefano B. Blumberg, Frederick J. Wilson, Marius de Groot, Daniel C. Alexander, Neil P. Oxtoby, Joseph Jacob:
Learning Morphological Feature Perturbations for Calibrated Semi-Supervised Segmentation. MIDL 2022: 1413-1429 - [i11]Mou-Cheng Xu, Yukun Zhou
, Chen Jin, Stefano B. Blumberg, Frederick J. Wilson, Marius de Groot, Daniel C. Alexander
, Neil P. Oxtoby, Joseph Jacob:
Learning Morphological Feature Perturbations for Calibrated Semi-Supervised Segmentation. CoRR abs/2203.10196 (2022) - [i10]Mou-Cheng Xu, Yukun Zhou
, Chen Jin, Marius de Groot, Daniel C. Alexander
, Neil P. Oxtoby, Yipeng Hu, Joseph Jacob:
Bayesian Pseudo Labels: Expectation Maximization for Robust and Efficient Semi-Supervised Segmentation. CoRR abs/2208.04435 (2022) - [i9]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:
Where is VALDO? VAscular Lesions Detection and segmentatiOn challenge at MICCAI 2021. CoRR abs/2208.07167 (2022) - 2021
- [j8]Bo Li
, Wiro J. Niessen
, Stefan Klein
, Marius de Groot, Mohammad Arfan Ikram, Meike W. Vernooij
, Esther E. Bron
:
Longitudinal diffusion MRI analysis using Segis-Net: A single-step deep-learning framework for simultaneous segmentation and registration. NeuroImage 235: 118004 (2021) - [i8]Mou-Cheng Xu, Yukun Zhou, Chen Jin, Stefano B. Blumberg, Frederick J. Wilson, Marius de Groot, Neil P. Oxtoby, Daniel C. Alexander, Joseph Jacob:
MisMatch: Learning to Change Predictive Confidences with Attention for Consistency-Based, Semi-Supervised Medical Image Segmentation. CoRR abs/2110.12179 (2021) - 2020
- [j7]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:
Multi-atlas image registration of clinical data with automated quality assessment using ventricle segmentation. Medical Image Anal. 63: 101698 (2020) - [j6]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:
Neuro4Neuro: A neural network approach for neural tract segmentation using large-scale population-based diffusion imaging. NeuroImage 218: 116993 (2020) - [c7]Robert Robinson, Qi Dou, Daniel Coelho de Castro
, Konstantinos Kamnitsas
, Marius de Groot, Ronald M. Summers, Daniel Rueckert, Ben Glocker:
Image-Level Harmonization of Multi-site Data Using Image-and-Spatial Transformer Networks. MICCAI (7) 2020: 710-719 - [i7]Oliver Werner, Kimberlin M. H. van Wijnen, Wiro J. Niessen, Marius de Groot, Meike W. Vernooij, Florian Dubost, Marleen de Bruijne:
When Weak Becomes Strong: Robust Quantification of White Matter Hyperintensities in Brain MRI scans. CoRR abs/2004.05578 (2020) - [i6]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:
Neuro4Neuro: A neural network approach for neural tract segmentation using large-scale population-based diffusion imaging. CoRR abs/2005.12838 (2020) - [i5]Robert Robinson, Qi Dou, Daniel Coelho de Castro, Konstantinos Kamnitsas, Marius de Groot, Ronald M. Summers, Daniel Rueckert, Benjamin M. Glocker:
Image-level Harmonization of Multi-Site Data using Image-and-Spatial Transformer Networks. CoRR abs/2006.16741 (2020) - [i4]Bo Li, Wiro J. Niessen, Stefan Klein, Marius de Groot, Mohammad Arfan Ikram, Meike W. Vernooij, Esther E. Bron:
Longitudinal diffusion MRI analysis using Segis-Net: a single-step deep-learning framework for simultaneous segmentation and registration. CoRR abs/2012.14230 (2020)
2010 – 2019
- 2019
- [c6]Bo Li, Wiro J. Niessen, Stefan Klein
, Marius de Groot, Mohammad Arfan Ikram
, Meike W. Vernooij, Esther E. Bron:
A Hybrid Deep Learning Framework for Integrated Segmentation and Registration: Evaluation on Longitudinal White Matter Tract Changes. MICCAI (3) 2019: 645-653 - [i3]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
:
Automated Image Registration Quality Assessment Utilizing Deep-learning based Ventricle Extraction in Clinical Data. CoRR abs/1907.00695 (2019) - [i2]Bo Li, Marius de Groot, Meike W. Vernooij, Mohammad Arfan Ikram, Wiro J. Niessen, Esther Bron
:
Reproducible White Matter Tract Segmentation Using 3D U-Net on a Large-scale DTI Dataset. CoRR abs/1908.10219 (2019) - [i1]Bo Li, Wiro J. Niessen, Stefan Klein, Marius de Groot, Mohammad Arfan Ikram, Meike W. Vernooij, Esther Bron
:
A hybrid deep learning framework for integrated segmentation and registration: evaluation on longitudinal white matter tract changes. CoRR abs/1908.10221 (2019) - 2018
- [j5]Carolyn D. Langen, Lotte G. M. Cremers, Marius de Groot, Tonya White
, Mohammad Arfan Ikram
, Wiro J. Niessen, Meike W. Vernooij
:
Disconnection due to white matter hyperintensities is associated with lower cognitive scores. NeuroImage 183: 745-756 (2018) - [c5]Bo Li, Marius de Groot, Meike W. Vernooij, Mohammad Arfan Ikram, Wiro J. Niessen, Esther E. Bron:
Reproducible White Matter Tract Segmentation Using 3D U-Net on a Large-scale DTI Dataset. MLMI@MICCAI 2018: 205-213 - 2017
- [c4]Carolyn D. Langen, Gennady V. Roshchupkin, Hieab H. Adams, Marius de Groot, Frans Vos, Meike W. Vernooij, Mohammad Arfan Ikram, Wiro J. Niessen:
Heritability of connectivity and disconnectivity of the brain in a population-based study. ISBI 2017: 349-353 - [c3]Carolyn D. Langen, Meike W. Vernooij, Lotte G. M. Cremers, Wyke Huizinga, Marius de Groot, Mohammad Arfan Ikram, Tonya White
, Wiro J. Niessen:
The structural disconnectome: A pathology-sensitive extension of the structural connectome. ISBI 2017: 366-370 - 2013
- [j4]Marius de Groot
, Meike W. Vernooij
, Stefan Klein
, Mohammad Arfan Ikram
, Frans M. Vos, Stephen M. Smith
, Wiro J. Niessen
, Jesper L. R. Andersson:
Improving alignment in Tract-based spatial statistics: Evaluation and optimization of image registration. NeuroImage 76: 400-411 (2013) - 2012
- [j3]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
:
Structural and diffusion MRI measures of the hippocampus and memory performance. NeuroImage 63(4): 1782-1789 (2012) - 2011
- [j2]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
:
Statistical analysis of minimum cost path based structural brain connectivity. NeuroImage 55(2): 557-565 (2011) - 2010
- [c2]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
:
Statistical Analysis of Structural Brain Connectivity. MICCAI (2) 2010: 101-108
2000 – 2009
- 2009
- [c1]Marius de Groot
, Meike W. Vernooij
, Stefan Klein, Alexander Leemans
, Renske de Boer, Aad van der Lugt, Monique M. B. Breteler, Wiro J. Niessen
:
Iterative Co-linearity Filtering and Parameterization of Fiber Tracts in the Entire Cingulum. MICCAI (1) 2009: 853-860 - 2008
- [j1]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
:
White matter atrophy and lesion formation explain the loss of structural integrity of white matter in aging. NeuroImage 43(3): 470-477 (2008)
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last updated on 2024-08-07 22:29 CEST by the dblp team
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