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ORCIDMatthan W. A. Caan
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- affiliation: Academic Medical Center, Department of Radiology, Amsterdam, The Netherlands
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2020 – today
- 2024
[j23]Kai Lønning
, Matthan W. A. Caan, Marlies E. Nowee, Jan-Jakob Sonke:
Dynamic recurrent inference machines for accelerated MRI-guided radiotherapy of the liver. Comput. Medical Imaging Graph. 113: 102348 (2024)- [j22]Dimitrios Karkalousos, Ivana Isgum, Henk A. Marquering, Matthan W. A. Caan:
ATOMMIC: An Advanced Toolbox for Multitask Medical Imaging Consistency to facilitate Artificial Intelligence applications from acquisition to analysis in Magnetic Resonance Imaging. Comput. Methods Programs Biomed. 256: 108377 (2024) - [i8]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:
Deep Learning-based Intraoperative MRI Reconstruction. CoRR abs/2401.12771 (2024) - [i7]Dimitrios Karkalousos, Ivana Isgum, Henk A. Marquering, Matthan W. A. Caan:
ATOMMIC: An Advanced Toolbox for Multitask Medical Imaging Consistency to facilitate Artificial Intelligence applications from acquisition to analysis in Magnetic Resonance Imaging. CoRR abs/2404.19665 (2024) - 2023
- [c21]Dimitrios Karkalousos, Ivana Isgum, Henk A. Marquering, Matthan W. A. Caan:
MultiTask Learning for accelerated-MRI Reconstruction and Segmentation of Brain Lesions in Multiple Sclerosis. MIDL 2023: 991-1005 - 2022
- [j21]Riaan Zoetmulder, Efstratios Gavves, Matthan W. A. Caan, Henk A. Marquering:
Domain- and task-specific transfer learning for medical segmentation tasks. Comput. Methods Programs Biomed. 214: 106539 (2022) - [j20]George Yiasemis, Nikita Moriakov, Dimitrios Karkalousos, Matthan W. A. Caan, Jonas Teuwen:
DIRECT: Deep Image REConstruction Toolkit. J. Open Source Softw. 7(74): 4278 (2022) - [j19]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:
A unified model for reconstruction and R2* mapping of accelerated 7T data using the quantitative recurrent inference machine. NeuroImage 264: 119680 (2022) - [i6]Jon André Ottesen, Matthan W. A. Caan, Inge Rasmus Groote, Atle Bjørnerud:
A Densely Interconnected Network for Deep Learning Accelerated MRI. CoRR abs/2207.02073 (2022) - 2021
- [j18]Emanoel R. Sabidussi, Stefan Klein, Matthan W. A. Caan, Shabab Bazrafkan, Arnold J. den Dekker, Jan Sijbers, Wiro J. Niessen, Dirk H. J. Poot:
Recurrent inference machines as inverse problem solvers for MR relaxometry. Medical Image Anal. 74: 102220 (2021) - [c20]Patricia M. Johnson, Geunu Jeong, Kerstin Hammernik, Jo Schlemper, Chen Qin, Jinming Duan, Daniel Rueckert, Jingu Lee, Nicola Pezzotti, Elwin de Weerdt, Sahar Yousefi, Mohamed S. Elmahdy, Jeroen Hendrikus Franciscus Van Gemert, Christophe Schülke, Mariya Doneva, Tim Nielsen, Sergey Kastryulin, Boudewijn P. F. Lelieveldt, Matthias J. P. van Osch, Marius Staring, Eric Z. Chen, Puyang Wang, Xiao Chen, Terrence Chen, Vishal M. Patel, Shanhui Sun, Hyungseob Shin, Yohan Jun, Taejoon Eo, Sewon Kim, Taeseong Kim, Dosik Hwang, Patrick Putzky, Dimitrios Karkalousos, Jonas Teuwen, Nikita Miriakov, Bart Bakker, Matthan W. A. Caan, Max Welling, Matthew J. Muckley, Florian Knoll:
Evaluation of the Robustness of Learned MR Image Reconstruction to Systematic Deviations Between Training and Test Data for the Models from the fastMRI Challenge. MLMIR@MICCAI 2021: 25-34 - [i5]Emanoel R. Sabidussi, Stefan Klein, Matthan W. A. Caan, Shabab Bazrafkan, Arnold J. den Dekker, Jan Sijbers, Wiro J. Niessen, Dirk H. J. Poot:
Recurrent Inference Machines as inverse problem solvers for MR relaxometry. CoRR abs/2106.07379 (2021) - [i4]Dimitrios Karkalousos, S. Noteboom, H. E. Hulst, Franciscus M. Vos, Matthan W. A. Caan:
Assessment of Data Consistency through Cascades of Independently Recurrent Inference Machines for fast and robust accelerated MRI reconstruction. CoRR abs/2111.15498 (2021) - 2020
- [j17]Ritu Bhandari, Evgeniya Kirilina, Matthan W. A. Caan, Judith Suttrup, Teresa De Sanctis, Lorenzo De Angelis, Christian Keysers, Valeria Gazzola:
Does higher sampling rate (multiband + SENSE) improve group statistics - An example from social neuroscience block design at 3T. NeuroImage 213: 116731 (2020) - [j16]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, Alle Meije Wink, Ilse M. J. Kant, Matthan W. A. Caan, Catherine Morgan, Jeroen de Bresser, Elisabeth Lysvik, Frederik Barkhof:
ExploreASL: An image processing pipeline for multi-center ASL perfusion MRI studies. NeuroImage 219: 117031 (2020) - [j15]Pierre-Louis Bazin, Hannah E. Nijsse, Wietske van der Zwaag, Daniel Gallichan, Anneke Alkemade, Frans M. Vos, Birte U. Forstmann, Matthan W. A. Caan:
Sharpness in motion corrected quantitative imaging at 7T. NeuroImage 222: 117227 (2020) - [i3]Youssef Beauferris, Jonas Teuwen, Dimitrios Karkalousos, Nikita Moriakov, Matthan W. A. Caan, Lívia Rodrigues, Alexandre Lopes, Hélio Pedrini, Letícia Rittner, Maik Dannecker, Viktor Studenyak, Fabian Gröger, Devendra Vyas, Shahrooz Faghih-Roohi, Amrit Kumar Jethi, JayaChandra Raju, Mohanasankar Sivaprakasam, Wallace Loos, Richard Frayne, Roberto Souza:
Multi-channel MR Reconstruction (MC-MRRec) Challenge - Comparing Accelerated MR Reconstruction Models and Assessing Their Genereralizability to Datasets Collected with Different Coils. CoRR abs/2011.07952 (2020)
2010 – 2019
- 2019
- [j14]Kai Lønning, Patrick Putzky, Jan-Jakob Sonke, Liesbeth Reneman, Matthan W. A. Caan, Max Welling:
Recurrent inference machines for reconstructing heterogeneous MRI data. Medical Image Anal. 53: 64-78 (2019) - [i2]Patrick Putzky, Dimitrios Karkalousos, Jonas Teuwen, Nikita Miriakov, Bart Bakker, Matthan W. A. Caan, Max Welling:
i-RIM applied to the fastMRI challenge. CoRR abs/1910.08952 (2019) - 2017
- [j13]Changgong Zhang, Matthan W. A. Caan, Thomas Höllt, Elmar Eisemann, Anna Vilanova:
Overview + Detail Visualization for Ensembles of Diffusion Tensors. Comput. Graph. Forum 36(3): 121-132 (2017) - [j12]James H. Cole, Rudra P. K. Poudel, Dimosthenis Tsagkrasoulis, Matthan W. A. Caan, Claire J. Steves, Tim D. Spector, Giovanni Montana:
Predicting brain age with deep learning from raw imaging data results in a reliable and heritable biomarker. NeuroImage 163: 115-124 (2017) - [c19]Changgong Zhang, Thomas Höllt, Matthan W. A. Caan, Elmar Eisemann, Anna Vilanova:
Comparative Visualization for Diffusion Tensor Imaging Group Study at Multiple Levels of Detail. VCBM 2017: 53-62 - 2016
- [i1]James H. Cole, Rudra P. K. Poudel, Dimosthenis Tsagkrasoulis, Matthan W. A. Caan, Claire J. Steves, Tim D. Spector, Giovanni Montana:
Predicting brain age with deep learning from raw imaging data results in a reliable and heritable biomarker. CoRR abs/1612.02572 (2016) - 2015
- [j11]Shayan Shahand, Ammar Benabdelkader, Mohammad Mahdi Jaghoori, Mostapha al Mourabit, Jordi Huguet, Matthan W. A. Caan, Antoine H. C. van Kampen, Sílvia Delgado Olabarriaga:
A data-centric neuroscience gateway: design, implementation, and experiences. Concurr. Comput. Pract. Exp. 27(2): 489-506 (2015) - [j10]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:
Expiration-Phase Template-Based Motion Correction of Free-Breathing Abdominal Dynamic Contrast Enhanced MRI. IEEE Trans. Biomed. Eng. 62(4): 1215-1225 (2015) - [c18]Jianfei Yang, Dirk H. J. Poot, Matthan W. A. Caan, Frans M. Vos, Lucas J. van Vliet:
Rank-2 model-order selection in diffusion tensor MRI: Infromation complexity based on the total Kullback-Leibler divergence. ISBI 2015: 926-929 - [c17]Jalmar Teeuw, Matthan W. A. Caan, Sílvia Delgado Olabarriaga:
Robust Automated White Matter Pathway Reconstruction for Large Studies. MICCAI (1) 2015: 101-108 - [c16]Jianfei Yang, Dirk H. J. Poot, Georgius A. M. Arkesteijn, Matthan W. A. Caan, Lucas J. van Vliet, Frans M. Vos:
Estimating diffusion properties in complex fiber configurations based on structure-adaptive multi-valued tensor-field filtering. Medical Imaging: Image Processing 2015: 941320 - 2014
- [p2]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:
Computational Neuroscience Gateway: A Science Gateway Based on the WS-PGRADE/gUSE. Science Gateways for Distributed Computing Infrastructures 2014: 139-149 - [p1]Sílvia Delgado Olabarriaga, Ammar Benabdelkader, Matthan W. A. Caan, Mohammad Mahdi Jaghoori, Jens Krüger, Luis de la Garza, Christopher Mohr, Benjamin Schubert, Anatoli Danezi, Tamás Kiss:
WS-PGRADE/gUSE-Based Science Gateways in Teaching. Science Gateways for Distributed Computing Infrastructures 2014: 223-234 - 2013
- [j9]Vladimir Korkhov, Dagmar Krefting, Tamas Kukla, Gábor Terstyánszky, Matthan W. A. Caan, Sílvia D. Olabarriaga:
Exploring Workflow Interoperability for Neuroimage Analysis on the SHIWA Platform. J. Grid Comput. 11(3): 505-522 (2013) - [j8]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, Marco Pagani, Thierry Vander Borght, Koen Van Laere, Andrea Varrone, Klaus Tatsch, Jan Booij, Osama Sabri:
No association between striatal dopamine transporter binding and body mass index: A multi-center European study in healthy volunteers. NeuroImage 64: 61-67 (2013) - [j7]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:
Mapping the hemodynamic response in human subjects to a dopaminergic challenge with dextroamphetamine using ASL-based pharmacological MRI. NeuroImage 72: 1-9 (2013) - [j6]A. Klomp, Guido A. van Wingen, Michiel B. de Ruiter, Matthan W. A. Caan, Damiaan Denys, Liesbeth Reneman:
Test-retest reliability of task-related pharmacological MRI with a single-dose oral citalopram challenge. NeuroImage 75: 108-116 (2013) - [c15]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:
A Data-Centric Science Gateway for Computational Neuroscience. IWSG 2013 - 2012
- [j5]Matthan W. A. Caan, Shayan Shahand, Frans M. Vos, Antoine H. C. van Kampen, Sílvia D. Olabarriaga:
Evolution of grid-based services for Diffusion Tensor Image analysis. Future Gener. Comput. Syst. 28(8): 1194-1204 (2012) - [j4]A. Klomp, Matthan W. A. Caan, Damiaan Denys, Aart J. Nederveen, Liesbeth Reneman:
Feasibility of ASL-based phMRI with a single dose of oral citalopram for repeated assessment of serotonin function. NeuroImage 63(3): 1695-1700 (2012) - [c14]Vladimir Korkhov, Dagmar Krefting, Johan Montagnat, Tram Truong Huu, Tamas Kukla, Gábor Terstyánszky, David Manset, Matthan W. A. Caan, Sílvia D. Olabarriaga:
SHIWA workflow interoperability solutions for neuroimaging data analysis. HealthGrid 2012: 109-110 - [c13]Shayan Shahand, Matthan W. A. Caan, Antoine H. C. van Kampen, Sílvia D. Olabarriaga:
Integrated Support for Neuroscience Research: from Study Design to Publication. HealthGrid 2012: 195-204 - 2011
- [j3]Matthan W. A. Caan, Lucas J. van Vliet, Charles B. L. M. Majoie, Maaike M. van der Graaff, Cornelis A. Grimbergen, Frans M. Vos:
Nonrigid Point Set Matching of White Matter Tracts for Diffusion Tensor Image Analysis. IEEE Trans. Biomed. Eng. 58(9): 2431-2440 (2011) - [c12]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:
Data Decomposition in Biomedical e-Science Applications. e-Science Workshops 2011: 158-165 - [c11]Zhang Li, Matthan W. A. Caan, Manon L. Ziech, Jaap Stoker, Lucas J. van Vliet, Frans M. Vos:
3D Non-rigid Motion Correction of Free-Breathing Abdominal DCE-MRI Data. Abdominal Imaging 2011: 44-50 - [c10]Vladimir Korkhov, Dagmar Krefting, Tamas Kukla, Gábor Terstyánszky, Matthan W. A. Caan, Sílvia Delgado Olabarriaga:
Exploring workflow interoperability tools for neuroimaging data analysis. WORKS@SC 2011: 87-96 - 2010
- [b1]Matthan W. A. Caan:
Quantifying Pathology in Diffusion Weighted MRI. Delft University of Technology, Netherlands, 2010 - [j2]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:
Estimation of Diffusion Properties in Crossing Fiber Bundles. IEEE Trans. Medical Imaging 29(8): 1504-1515 (2010) - [c9]Matthan W. A. Caan, Frans M. Vos, Antoine H. C. van Kampen, Sílvia D. Olabarriaga, Lucas J. van Vliet:
Gridifying a Diffusion Tensor Imaging Analysis Pipeline. CCGRID 2010: 733-738 - [c8]Matthan W. A. Caan, Ganesh Khedoe, Dirk H. J. Poot, Arjan den Dekker, Sílvia Delgado Olabarriaga, Kees Grimbergen, Lucas J. van Vliet, Frans Vos:
Adaptive Noise Filtering for Accurate and Precise Diffusion Estimation in Fiber Crossings. MICCAI (1) 2010: 167-174 - [c7]Sander van Noorden, Matthan W. A. Caan, Maaike van der Graaf, Lucas J. van Vliet, Frans Vos:
A Comparison of the Cingulum Tract in ALS-B Patients and Controls Using Kernel Matching. MICCAI (2) 2010: 249-256
2000 – 2009
- 2009
- [c6]Matthan W. A. Caan, Caroline A. Sage, Maaike van der Graaf, Cornelis A. Grimbergen, Stefan Sunaert, Lucas J. van Vliet, Frans Vos:
Dual Tensor Atlas Generation Based on a Cohort of Coregistered non-HARDI Datasets. MICCAI (1) 2009: 869-876 - 2008
- [c5]Simon Caton, Matthan W. A. Caan, Sílvia Delgado Olabarriaga, Omer F. Rana, Bruce G. Batchelor:
Using Dynamic Condor-Based Services for Classifying Schizophrenia in Diffusion Tensor Images. CCGRID 2008: 234-241 - [c4]Matthan W. A. Caan, Lucas J. van Vliet, Charles B. L. M. Majoie, Eline Aukema, Kees Grimbergen, Frans Vos:
Spatial Consistency in 3D Tract-Based Clustering Statistics. MICCAI (1) 2008: 535-542 - 2007
- [c3]Frans Vos, Matthan W. A. Caan, Koen A. Vermeer, Charles B. L. M. Majoie, G. J. den Heeten, Lucas J. van Vliet:
Linear and Kernel Fisher Discriminant Analysis for Studying Diffusion Tensor Images in Schizophrenia. ISBI 2007: 764-767 - [c2]Matthan W. A. Caan, Koen A. Vermeer, Lucas J. van Vliet, Kees Grimbergen, Frans Vos:
Pruning Datasets in Discriminant Analysis: A DTI Study to Schizophrenia. ISBI 2007: 1340-1344 - [c1]Matthan W. A. Caan, Anne Willem de Vries, Ganesh Khedoe, Erik Akkerman, Lucas J. van Vliet, Kees Grimbergen, Frans Vos:
Generating Fiber Crossing Phantoms Out of Experimental DWIs. MICCAI (1) 2007: 169-176 - 2006
- [j1]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:
Shaving diffusion tensor images in discriminant analysis: A study into schizophrenia. Medical Image Anal. 10(6): 841-849 (2006)
Coauthor Index
Sílvia Delgado Olabarriaga
aka: Sílvia D. Olabarriaga
aka: Sílvia D. Olabarriaga
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