MC
Matthan WA Caan
Magnetic Resonance ImagingMRIDeep learningMajor Depressive DisorderImage Processing, Computer-AssistedDeep Learningeess.IVDeep brain stimulationCognitioncs.CV
On Valency
published · living versionsW_hxpqsq9m·v1 · currentpublished
Predicting brain age with deep learning from raw imaging data results in a reliable and heritable biomarker
with James H Cole, Rudra PK Poudel, Dimosthenis Tsagkrasoulis, Claire Steves +2
1 version
Preprints & journals
163 papers in the corpus · 2007–2026Venous Oxygenation Measurements in the Upper Arm: Reproducibility and Sensitivity to a Physical Challenge.42684204 · Fernandes, J Diogo, Baas, Koen P A, Caan, Matthan W A et al.2026 · 0 citationsMagnetic resonance in medicine. 2026;96(6):2894-2906
On the value of radiomics in addition to clinical measures in emotional conflict fMRI for predicting sertraline response in major depressive disorder.42286053 · Chen, Mingshi, Marquering, Henk A, Ruhé, Henricus G et al.2026 · 0 citationsScientific reports. 2026;16(1)
Automated volume estimate of the brain's lateral ventricles reveals a persistent association with cognitive performance among stroke survivors.42564538 · MacIntosh, Bradley J, Morberg, Pål Cw, Murugesu, Elakkyen et al.2026 · 0 citationsCerebral circulation - cognition and behavior. 2026;11:100556
Deep Learning Reconstruction Enables Diagnostic-Quality 0.4T Knee and Spine MRI in One-Third of the Time.41866229 · van den Berg, Daisy M, Varriale, Rosario, Ferrando, Fabrizio et al.2026 · 0 citationsNMR in biomedicine. 2026;39(5):e70274
Predicting one-year postoperative functional status in contrast-enhancing glioma10.64898/2026.04.28.26351937v1 · Koderman, E., van Lingen, M. R., Tijhuis, F. B. et al.2026 · 0 citationsmedRxiv
Enhanced prediction of postlaminar optic nerve invasion in retinoblastoma using high-resolution MRI: integrating qualitative imaging features, optic nerve measurements and tumor radiomics.41238767 · de Bloeme, Christiaan M, van Elst, Sabien, Göricke, Sophia et al.2026 · 1 citationEuropean radiology. 2026;36(4):2720-2729
Region-specific drivers of CSF mobility measured with MRI in humans.41087750 · Hirschler, Lydiane, Runderkamp, Bobby A, Decker, Andreas et al.2025 · 24 citationsNature neuroscience. 2025;28(11):2392-2401
Normative amygdala fMRI response during emotional processing as a trait of depressive symptoms in the UK Biobank.41059632 · van den Berg, Jerke J, Ruhé, Henricus G, Marquering, Henk A et al.2025 · 1 citationPsychological medicine. 2025;55:e304
Turbulent-like Dynamics Predict Treatment Outcome in Major Depressive Disorder.40964020 · Ruhe, Henricus, Poirot, Maarten, Perl, Yonatan Sanz et al.2025 · 0 citationsResearch square. 2025
Hippocampal, thalamic, and amygdala subfield morphology in major depressive disorder: an ultra-high resolution MRI study at 7-Tesla.39217211 · Liu, Weijian, Heij, Jurjen, Liu, Shu et al.2025 · 13 citationsEuropean archives of psychiatry and clinical neuroscience. 2025;275(4):1113-1129
Validation of a Novel Multivariate Method of Defining HIV-Associated Cognitive Impairment.31263729 · Underwood, Jonathan, De Francesco, Davide, Cole, James H et al.2025 · 17 citationsOpen forum infectious diseases. 2019;6(6):ofz198
Deep learning-based Intraoperative MRI reconstruction.39998750 · Ottesen, Jon André, Storas, Tryggve, Vatnehol, Svein Are Sirirud et al.2025 · 6 citationsEuropean radiology experimental. 2025;9(1):29
Compressed Sensing-Accelerated Free-Breathing Liver MRI at 7 T.40296289 · Tavakkoli, Mitra, Runderkamp, Bobby A, de Buck, Matthijs H S et al.2025 · 0 citationsNMR in biomedicine. 2025;38(6):e70047
Deep learning for efficient reconstruction of highly accelerated 3D FLAIR MRI in neurological deficits.39212832 · Liebrand, Luka C, Karkalousos, Dimitrios, Poirion, Émilie et al.2025 · 5 citationsMagma (New York, N.Y.). 2025;38(1):1-12
High-Resolution 3D Turbo Spin-Echo Wrist MRI at 7T Accelerated by Compressed Sensing.40242987 · Runderkamp, Bobby A, Caan, Matthan W A, van der Zwaag, Wietske et al.2025 · 2 citationsNMR in biomedicine. 2025;38(6):e70041
Prediction of methylphenidate treatment response for ADHD using conventional and radiomics T1 and DTI features: Secondary analysis of a randomized clinical trial.39591718 · Chen, Mingshi, van der Pal, Zarah, Poirot, Maarten G et al.2025 · 6 citationsNeuroImage. Clinical. 2025;45:103707
Predicting Antidepressant Treatment Response From Cortical Structure on MRI: A Mega-Analysis From the ENIGMA-MDD Working Group.39757979 · Poirot, Maarten G, Boucherie, Daphne E, Caan, Matthan W A et al.2025 · 5 citationsHuman brain mapping. 2025;46(1):e70053
Structural connectivity of thalamic subnuclei in major depressive disorder: An ultra-high resolution diffusion MRI study at 7-Tesla.39505018 · Liu, Weijian, Heij, Jurjen, Liu, Shu et al.2024 · 4 citationsJournal of affective disorders. 2025;370:412-426
Structural connectivity of dopaminergic pathways in major depressive disorder: An ultra-high resolution 7-Tesla diffusion MRI study.39341085 · Liu, Weijian, Heij, Jurjen, Liu, Shu et al.2024 · 3 citationsEuropean neuropsychopharmacology : the journal of the European College of Neuropsychopharmacology. 2024;89:58-70
ATOMMIC: An Advanced Toolbox for Multitask Medical Imaging Consistency to facilitate Artificial Intelligence applications from acquisition to analysis in Magnetic Resonance Imaging.39180913 · Karkalousos, Dimitrios, Išgum, Ivana, Marquering, Henk A et al.2024 · 6 citationsComputer methods and programs in biomedicine. 2024;256:108377
Multi-Coil MRI Reconstruction Challenge-Assessing Brain MRI Reconstruction Models and Their Generalizability to Varying Coil Configurations.35873808 · Beauferris, Youssef, Teuwen, Jonas, Karkalousos, Dimitrios et al.2024 · 51 citationsFrontiers in neuroscience. 2022;16:919186
Distance to white matter tracts is associated with deep brain stimulation motor outcome in Parkinson's disease.31349226 · Prent, Naomi, Potters, Wouter V, Boon, Lennard I et al.2024 · 27 citationsJournal of neurosurgery. 2020;133(2):433-442
Deep learning-based white matter lesion volume on CT is associated with outcome after acute ischemic stroke.38285103 · van Voorst, Henk, Pitkänen, Johanna, van Poppel, Laura et al.2024 · 9 citationsEuropean radiology. 2024;34(8):5080-5093
Quantitative MRI at 7-Tesla reveals novel frontocortical myeloarchitecture anomalies in major depressive disorder.38902245 · Heij, Jurjen, van der Zwaag, Wietske, Knapen, Tomas et al.2024 · 4 citationsTranslational psychiatry. 2024;14(1):262
Automatic segmentation and quantification of the optic nerve on MRI using a 3D U-Net.37197374 · van Elst, Sabien, de Bloeme, Christiaan M, Noteboom, Samantha et al.2024 · 12 citationsJournal of medical imaging (Bellingham, Wash.). 2023;10(3):034501
ATOMMIC: An Advanced Toolbox for Multitask Medical Imaging Consistency to facilitate Artificial Intelligence applications from acquisition to analysis in Magnetic Resonance Imaging2404.19665v1 · Dimitrios Karkalousos, Ivana Isgum, Henk A. Marquering et al.2024 · 6 citationsarXiv
Treatment Response Prediction in Major Depressive Disorder Using Multimodal MRI and Clinical Data: Secondary Analysis of a Randomized Clinical Trial.38321916 · Poirot, Maarten G, Ruhe, Henricus G, Mutsaerts, Henk-Jan M M et al.2024 · 48 citationsThe American journal of psychiatry. 2024;181(3):223-233
Dynamic recurrent inference machines for accelerated MRI-guided radiotherapy of the liver.38368665 · Lønning, Kai, Caan, Matthan W A, Nowee, Marlies E et al.2024 · 1 citationComputerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society. 2024;113:102348
Deep Learning-based Intraoperative MRI Reconstruction2401.12771v1 · Jon Andr'e Ottesen, Tryggve Storas, Svein Are Sirirud Vatnehol et al.2024 · 6 citationsarXiv
Whole-liver flip-angle shimming at 7 T using parallel-transmit kT -point pulses and Fourier phase-encoded DREAM B 1 + mapping.37799015 · Runderkamp, Bobby A, Roos, Thomas, van der Zwaag, Wietske et al.2023 · 8 citationsMagnetic resonance in medicine. 2024;91(1):75-90
Denoising High-Field Multi-Dimensional MRI With Local Complex PCA.31649500 · Bazin, Pierre-Louis, Alkemade, Anneke, van der Zwaag, Wietske et al.2023 · 41 citationsFrontiers in neuroscience. 2019;13:1066
Feasibility of detecting atrophy relevant for disability and cognition in multiple sclerosis using 3D-FLAIR.37466663 · Noteboom, Samantha, van Nederpelt, D R, Bajrami, A et al.2023 · 14 citationsJournal of neurology. 2023;270(11):5201-5210
Thrombus radiomics in patients with anterior circulation acute ischemic stroke undergoing endovascular treatment.35882552 · van Voorst, Henk, Bruggeman, Agnetha A E, Yang, Wenjin et al.2023 · 27 citationsJournal of neurointerventional surgery. 2023;15(e1):e79-e85
A Densely Interconnected Network for Deep Learning Accelerated MRI2207.02073v2 · Jon Andre Ottesen, Matthan W.A. Caan, Inge Rasmus Groote et al.2022 · 12 citationsarXiv
Prognostic Value of Thrombus Volume and Interaction With First-Line Endovascular Treatment Device Choice.36912141 · van Voorst, Henk, Bruggeman, Agnetha A E, Andriessen, Jurr et al.2023 · 9 citationsStroke. 2023;54(4):1056-1065
Deep-learning-based white matter lesion volume in CT is associated with outcome after acute ischemic stroke10.1101/2023.03.20.23287467v1 · van Voorst, H., Pitkanen, J., van Poppel, L. et al.2023 · 2 citationsmedRxiv
Unsupervised Deep Learning for Stroke Lesion Segmentation on Follow-up CT Based on Generative Adversarial Networks.35902122 · van Voorst, H, Konduri, P R, van Poppel, L M et al.2023 · 19 citationsAJNR. American journal of neuroradiology. 2022;43(8):1107-1114
Utilizing 7-Tesla Subthalamic Nucleus Connectivity in Deep Brain Stimulation for Parkinson Disease.35216874 · Mathiopoulou, Varvara, Rijks, Niels, Caan, Matthan W A et al.2023 · 17 citationsNeuromodulation : journal of the International Neuromodulation Society. 2023;26(2):333-339
A unified model for reconstruction and R2* mapping of accelerated 7T data using the quantitative recurrent inference machine.36240989 · Zhang, Chaoping, Karkalousos, Dimitrios, Bazin, Pierre-Louis et al.2022 · 15 citationsNeuroImage. 2022;264:119680
Robustness of radiomics to variations in segmentation methods in multimodal brain MRI.36202934 · Poirot, M G, Caan, M W A, Ruhe, H G et al.2022 · 46 citationsScientific reports. 2022;12(1):16712
Outcome Prediction Based on Automatically Extracted Infarct Core Image Features in Patients with Acute Ischemic Stroke.35892499 · Tolhuisen, Manon L, Hoving, Jan W, Koopman, Miou S et al.2022 · 20 citationsDiagnostics (Basel, Switzerland). 2022;12(8)
Assessment of Data Consistency through Cascades of Independently Recurrent Inference Machines for fast and robust accelerated MRI reconstruction2111.15498v2 · D. Karkalousos, S. Noteboom, H. E. Hulst et al.2021 · 14 citationsarXiv
Cognitive Improvement After Kidney Transplantation Is Associated With Structural and Functional Changes on MRI.32195322 · van Sandwijk, Marit S, Ten Berge, Ineke J M, Caan, Matthan W A et al.2022 · 28 citationsTransplantation direct. 2020;6(3):e531
Brain structure of perinatally HIV-infected patients on long-term treatment: A systematic review.31750029 · Van den Hof, Malon, Ter Haar, Anne Marleen, Caan, Matthan W A et al.2022 · 21 citationsNeurology. Clinical practice. 2019;9(5):433-442
White Matter Hyperintensity Volume and Cerebral Perfusion in Older Individuals with Hypertension Using Arterial Spin-Labeling.27282862 · van Dalen, J W, Mutsaerts, H J M M, Nederveen, A J et al.2022 · 68 citationsAJNR. American journal of neuroradiology. 2016;37(10):1824-1830
A high-resolution multi-shell 3T diffusion magnetic resonance imaging dataset as part of the Amsterdam Ultra-high field adult lifespan database (AHEAD).35372652 · Keuken, Max C, Liebrand, Luka C, Bazin, Pierre-Louis et al.2022 · 4 citationsData in brief. 2022;42:108086
Value of infarct location in the prediction of functional outcome in patients with an anterior large vessel occlusion: results from the HERMES study.34476512 · Tolhuisen, Manon L, Ernst, Marielle, Boers, Anne M M et al.2022 · 8 citationsNeuroradiology. 2022;64(3):521-530
Recurrent inference machines as inverse problem solvers for MR relaxometry.34543912 · Sabidussi, E R, Klein, S, Caan, M W A et al.2022 · 17 citationsMedical image analysis. 2021;74:102220
Domain- and task-specific transfer learning for medical segmentation tasks.34875512 · Zoetmulder, Riaan, Gavves, Efstratios, Caan, Matthan et al.2022 · 67 citationsComputer methods and programs in biomedicine. 2022;214:106539
Magnetic resonance spectroscopy as marker for neurodegeneration in X-linked adrenoleukodystrophy.34461432 · van de Stadt, Stephanie I W, Schrantee, Anouk, Huffnagel, Irene C et al.2022 · 7 citationsNeuroImage. Clinical. 2021;32:102793
Career total: 259 works. 163 are in this corpus.Showing the 50 most recent.
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