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Matthan W. A. Caan
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- affiliation: Academic Medical Center, Department of Radiology, Amsterdam, The Netherlands
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Books and Theses
- 2010
- [b1]Matthan W. A. Caan:
Quantifying Pathology in Diffusion Weighted MRI. Delft University of Technology, Netherlands, 2010
Journal Articles
- 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) - 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) - 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) - 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) - 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) - 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) - 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) - 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) - 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) - 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) - 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) - 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)
Conference and Workshop Papers
- 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 - 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 - 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 - 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 - 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
- [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
- [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
- [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 - 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
Parts in Books or Collections
- 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
Informal and Other Publications
- 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) - 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
- [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
- [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) - 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) - 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)
Coauthor Index
aka: Sílvia D. Olabarriaga
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