Shaving diffusion tensor images in discriminant analysis: A study into schizophrenia. - Matthan W. A. Caan; Koen A. Vermeer; Lucas J. van Vliet; Charles B. L. M. Majoie; Bart Peters; G. J. den Heeten; Frans M. Vos (Medical Image Anal., 2006)

Pruning Datasets in Discriminant Analysis: A DTI Study to Schizophrenia. - Matthan W. A. Caan; Koen A. Vermeer; Lucas J. van Vliet; Kees Grimbergen; Frans Vos (ISBI, 2007)

Linear and Kernel Fisher Discriminant Analysis for Studying Diffusion Tensor Images in Schizophrenia. - Frans Vos; Matthan W. A. Caan; Koen A. Vermeer; Charles B. L. M. Majoie; G. J. den Heeten; Lucas J. van Vliet (ISBI, 2007)

Generating Fiber Crossing Phantoms Out of Experimental DWIs. - Matthan W. A. Caan; Anne Willem de Vries; Ganesh Khedoe; Erik Akkerman; Lucas J. van Vliet; Kees Grimbergen; Frans Vos (MICCAI (1), 2007)

Using Dynamic Condor-Based Services for Classifying Schizophrenia in Diffusion Tensor Images. - Simon Caton; Matthan W. A. Caan; Sílvia Delgado Olabarriaga; Omer F. Rana; Bruce G. Batchelor (CCGRID, 2008)

Spatial Consistency in 3D Tract-Based Clustering Statistics. - Matthan W. A. Caan; Lucas J. van Vliet; Charles B. L. M. Majoie; Eline Aukema; Kees Grimbergen; Frans Vos (MICCAI (1), 2008)

Dual Tensor Atlas Generation Based on a Cohort of Coregistered non-HARDI Datasets. - Matthan W. A. Caan; Caroline A. Sage; Maaike van der Graaf; Cornelis A. Grimbergen; Stefan Sunaert; Lucas J. van Vliet; Frans Vos (MICCAI (1), 2009)

Gridifying a Diffusion Tensor Imaging Analysis Pipeline. - Matthan W. A. Caan; Frans M. Vos; Antoine H. C. van Kampen; Sílvia D. Olabarriaga; Lucas J. van Vliet (CCGRID, 2010)

Adaptive Noise Filtering for Accurate and Precise Diffusion Estimation in Fiber Crossings. - Matthan W. A. Caan; Ganesh Khedoe; Dirk H. J. Poot; Arjan den Dekker; Sílvia Delgado Olabarriaga; Kees Grimbergen; Lucas J. van Vliet; Frans Vos (MICCAI (1), 2010)

A Comparison of the Cingulum Tract in ALS-B Patients and Controls Using Kernel Matching. - Sander van Noorden; Matthan W. A. Caan; Maaike van der Graaf; Lucas J. van Vliet; Frans Vos (MICCAI (2), 2010)

Estimation of Diffusion Properties in Crossing Fiber Bundles. - Matthan W. A. Caan; Ganesh Khedoe; Dirk H. J. Poot; Arjan den Dekker; Sílvia Delgado Olabarriaga; Kees Grimbergen; Lucas J. van Vliet; Frans M. Vos (IEEE Trans. Medical Imaging, 2010)

Quantifying Pathology in Diffusion Weighted MRI. - Matthan W. A. Caan (2010)

Data Decomposition in Biomedical e-Science Applications. - Yassene Mohammed; Shayan Shahand; Vladimir Korkhov; Angela C. M. Luyf; Barbera D. C. van Schaik; Matthan W. A. Caan; Antoine H. C. van Kampen; Magnus Palmblad; Sílvia D. Olabarriaga (e-Science Workshops, 2011)

3D Non-rigid Motion Correction of Free-Breathing Abdominal DCE-MRI Data. - Zhang Li; Matthan W. A. Caan; Manon L. Ziech; Jaap Stoker; Lucas J. van Vliet; Frans M. Vos (Abdominal Imaging, 2011)

Exploring workflow interoperability tools for neuroimaging data analysis. - Vladimir Korkhov; Dagmar Krefting; Tamas Kukla; Gábor Terstyánszky; Matthan W. A. Caan; Sílvia Delgado Olabarriaga (WORKS@SC, 2011)

Nonrigid Point Set Matching of White Matter Tracts for Diffusion Tensor Image Analysis. - Matthan W. A. Caan; Lucas J. van Vliet; Charles B. L. M. Majoie; Maaike M. van der Graaff; Cornelis A. Grimbergen; Frans M. Vos (IEEE Trans. Biomed. Eng., 2011)

SHIWA workflow interoperability solutions for neuroimaging data analysis. - Vladimir Korkhov; Dagmar Krefting; Johan Montagnat; Tram Truong Huu; Tamas Kukla; Gábor Terstyánszky; David Manset; Matthan W. A. Caan; Sílvia D. Olabarriaga (HealthGrid, 2012)

Integrated Support for Neuroscience Research: from Study Design to Publication. - Shayan Shahand; Matthan W. A. Caan; Antoine H. C. van Kampen; Sílvia D. Olabarriaga (HealthGrid, 2012)

Evolution of grid-based services for Diffusion Tensor Image analysis. - Matthan W. A. Caan; Shayan Shahand; Frans M. Vos; Antoine H. C. van Kampen; Sílvia D. Olabarriaga (Future Gener. Comput. Syst., 2012)

Feasibility of ASL-based phMRI with a single dose of oral citalopram for repeated assessment of serotonin function. - A. Klomp; Matthan W. A. Caan; Damiaan Denys; Aart J. Nederveen; Liesbeth Reneman (NeuroImage, 2012)

A Data-Centric Science Gateway for Computational Neuroscience. - Shayan Shahand; Ammar Benabdelkader; Jordi Huguet; Mohammad Mahdi Jaghoori; Mark Santcroos; Mostapha al Mourabit; Paul F. C. Groot; Matthan W. A. Caan; Antoine H. C. van Kampen; Sílvia D. Olabarriaga (IWSG, 2013)

Exploring Workflow Interoperability for Neuroimage Analysis on the SHIWA Platform. - Vladimir Korkhov; Dagmar Krefting; Tamas Kukla; Gábor Terstyánszky; Matthan W. A. Caan; Sílvia D. Olabarriaga (J. Grid Comput., 2013)

No association between striatal dopamine transporter binding and body mass index: A multi-center European study in healthy volunteers. - Elsmarieke van de Giessen; Swen Hesse; Matthan W. A. Caan; Franziska Zientek; John C. Dickson; Livia Tossici-Bolt; Terez Sera; Susanne Asenbaum; Renaud Guignard; Umit O. Akdemir; Gitte Moos Knudsen; Flavio Nobili; et al. (NeuroImage, 2013)

Test-retest reliability of task-related pharmacological MRI with a single-dose oral citalopram challenge. - A. Klomp; Guido A. van Wingen; Michiel B. de Ruiter; Matthan W. A. Caan; Damiaan Denys; Liesbeth Reneman (NeuroImage, 2013)

Mapping the hemodynamic response in human subjects to a dopaminergic challenge with dextroamphetamine using ASL-based pharmacological MRI. - M. L. J. Schouw; A. M. Kaag; Matthan W. A. Caan; D. F. R. Heijtel; Charles B. L. M. Majoie; Aart J. Nederveen; Jan Booij; Liesbeth Reneman (NeuroImage, 2013)

WS-PGRADE/gUSE-Based Science Gateways in Teaching. - Sílvia Delgado Olabarriaga; Ammar Benabdelkader; Matthan W. A. Caan; Mohammad Mahdi Jaghoori; Jens Krüger 002; Luis de la Garza; Christopher Mohr; Benjamin Schubert; Anatoli Danezi; Tamás Kiss (Science Gateways for Distributed Computing Infrastructures, 2014)

Computational Neuroscience Gateway: A Science Gateway Based on the WS-PGRADE/gUSE. - Shayan Shahand; Mohammad Mahdi Jaghoori; Ammar Benabdelkader; Juan Luis Font-Calvo; Jordi Huguet; Matthan W. A. Caan; Antoine H. C. van Kampen; Sílvia D. Olabarriaga (Science Gateways for Distributed Computing Infrastructures, 2014)

Rank-2 model-order selection in diffusion tensor MRI: Infromation complexity based on the total Kullback-Leibler divergence. - Jianfei Yang; Dirk H. J. Poot; Matthan W. A. Caan; Frans M. Vos; Lucas J. van Vliet (ISBI, 2015)

Robust Automated White Matter Pathway Reconstruction for Large Studies. - Jalmar Teeuw; Matthan W. A. Caan; Sílvia Delgado Olabarriaga (MICCAI (1), 2015)

Estimating diffusion properties in complex fiber configurations based on structure-adaptive multi-valued tensor-field filtering. - Jianfei Yang; Dirk H. J. Poot; Georgius A. M. Arkesteijn; Matthan W. A. Caan; Lucas J. van Vliet; Frans M. Vos (Image Processing, 2015)

A data-centric neuroscience gateway: design, implementation, and experiences. - Shayan Shahand; Ammar Benabdelkader; Mohammad Mahdi Jaghoori; Mostapha al Mourabit; Jordi Huguet; Matthan W. A. Caan; Antoine H. C. van Kampen; Sílvia Delgado Olabarriaga (Concurr. Comput. Pract. Exp., 2015)

Expiration-Phase Template-Based Motion Correction of Free-Breathing Abdominal Dynamic Contrast Enhanced MRI. - Zhang Li; Jeroen A. W. Tielbeek; Matthan W. A. Caan; Carl A. J. Puylaert; Manon L. Ziech; Chung Y. Nio; Jaap Stoker; Lucas J. van Vliet; Frans M. Vos (IEEE Trans. Biomed. Eng., 2015)

Comparative Visualization for Diffusion Tensor Imaging Group Study at Multiple Levels of Detail. - Changgong Zhang; Thomas Höllt; Matthan W. A. Caan; Elmar Eisemann; Anna Vilanova (VCBM, 2017)

Overview + Detail Visualization for Ensembles of Diffusion Tensors. - Changgong Zhang; Matthan W. A. Caan; Thomas Höllt; Elmar Eisemann; Anna Vilanova (Comput. Graph. Forum, 2017)

Predicting brain age with deep learning from raw imaging data results in a reliable and heritable biomarker. - James H. Cole; Rudra P. K. Poudel; Dimosthenis Tsagkrasoulis; Matthan W. A. Caan; Claire J. Steves; Tim D. Spector; Giovanni Montana (NeuroImage, 2017)

i-RIM applied to the fastMRI challenge. - Patrick Putzky; Dimitrios Karkalousos; Jonas Teuwen; Nikita Miriakov; Bart Bakker; Matthan W. A. Caan; Max Welling (CoRR, 2019)

Recurrent inference machines for reconstructing heterogeneous MRI data. - Kai Lønning; Patrick Putzky; Jan-Jakob Sonke; Liesbeth Reneman; Matthan W. A. Caan; Max Welling (Medical Image Anal., 2019)

Multi-channel MR Reconstruction (MC-MRRec) Challenge - Comparing Accelerated MR Reconstruction Models and Assessing Their Genereralizability to Datasets Collected with Different Coils. - Youssef Beauferris; Jonas Teuwen; Dimitrios Karkalousos; Nikita Moriakov; Matthan W. A. Caan; Lívia Rodrigues 001; Alexandre Lopes; Hélio Pedrini; Letícia Rittner; Maik Dannecker; Viktor Studenyak; Fabian Gröger; et al. (CoRR, 2020)

Sharpness in motion corrected quantitative imaging at 7T. - Pierre-Louis Bazin; Hannah E. Nijsse; Wietske van der Zwaag; Daniel Gallichan; Anneke Alkemade; Frans M. Vos; Birte U. Forstmann; Matthan W. A. Caan (NeuroImage, 2020)

Does higher sampling rate (multiband + SENSE) improve group statistics - An example from social neuroscience block design at 3T. - Ritu Bhandari; Evgeniya Kirilina; Matthan W. A. Caan; Judith Suttrup; Teresa De Sanctis; Lorenzo De Angelis; Christian Keysers; Valeria Gazzola (NeuroImage, 2020)

ExploreASL: An image processing pipeline for multi-center ASL perfusion MRI studies. - Henk J. M. M. Mutsaerts; Jan Petr; Paul F. C. Groot; Pieter Vandemaele; Silvia Ingala; Andrew D. Robertson; Lena Václavu; Inge R. Groote; Hugo J. Kuijf; Fernando O. Zelaya; Owen G. O'Daly; Saima Hilal; et al. (NeuroImage, 2020)

Evaluation of the Robustness of Learned MR Image Reconstruction to Systematic Deviations Between Training and Test Data for the Models from the fastMRI Challenge. - Patricia M. Johnson; Geunu Jeong; Kerstin Hammernik; Jo Schlemper; Chen Qin; Jinming Duan 001; Daniel Rueckert; Jingu Lee; Nicola Pezzotti; Elwin de Weerdt; Sahar Yousefi; Mohamed S. Elmahdy; et al. (MLMIR@MICCAI, 2021)

Assessment of Data Consistency through Cascades of Independently Recurrent Inference Machines for fast and robust accelerated MRI reconstruction. - Dimitrios Karkalousos; S. Noteboom; H. E. Hulst; Franciscus M. Vos; Matthan W. A. Caan (CoRR, 2021)

Recurrent inference machines as inverse problem solvers for MR relaxometry. - Emanoel R. Sabidussi; Stefan Klein 001; Matthan W. A. Caan; Shabab Bazrafkan; Arnold J. den Dekker; Jan Sijbers; Wiro J. Niessen; Dirk H. J. Poot (Medical Image Anal., 2021)

Domain- and task-specific transfer learning for medical segmentation tasks. - Riaan Zoetmulder; Efstratios Gavves; Matthan W. A. Caan; Henk A. Marquering (Comput. Methods Programs Biomed., 2022)

A Densely Interconnected Network for Deep Learning Accelerated MRI. - Jon André Ottesen; Matthan W. A. Caan; Inge Rasmus Groote; Atle Bjørnerud (CoRR, 2022)

DIRECT: Deep Image REConstruction Toolkit. - George Yiasemis; Nikita Moriakov; Dimitrios Karkalousos; Matthan W. A. Caan; Jonas Teuwen (J. Open Source Softw., 2022)

A unified model for reconstruction and R2* mapping of accelerated 7T data using the quantitative recurrent inference machine. - Chaoping Zhang; Dimitrios Karkalousos; Pierre-Louis Bazin; Bram F. Coolen; Hugo Vrenken; Jan-Jakob Sonke; Birte U. Forstmann; Dirk H. J. Poot; Matthan W. A. Caan (NeuroImage, 2022)

MultiTask Learning for accelerated-MRI Reconstruction and Segmentation of Brain Lesions in Multiple Sclerosis. - Dimitrios Karkalousos; Ivana Isgum; Henk A. Marquering; Matthan W. A. Caan (MIDL, 2023)

Dynamic recurrent inference machines for accelerated MRI-guided radiotherapy of the liver. - Kai Lønning; Matthan W. A. Caan; Marlies E. Nowee; Jan-Jakob Sonke (Comput. Medical Imaging Graph., 2024)

ATOMMIC: An Advanced Toolbox for Multitask Medical Imaging Consistency to facilitate Artificial Intelligence applications from acquisition to analysis in Magnetic Resonance Imaging. - Dimitrios Karkalousos; Ivana Isgum; Henk A. Marquering; Matthan W. A. Caan (Comput. Methods Programs Biomed., 2024)

Deep Learning-based Intraoperative MRI Reconstruction. - Jon André Ottesen; Tryggve Storas; Svein Are Sirirud Vatnehol; Grethe Løvland; Einar O. Vik-Mo; Till Schellhorn; Karoline Skogen; Christopher Larsson; Atle Bjørnerud; Inge Rasmus Groote-Eindbaas; Matthan W. A. Caan (CoRR, 2024)