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Breakthroughs in Quantitative Magnetic resonance ImagiNg for improved DEtection of brain Diseases

Rezultaty

PhD degrees

A list of awarded and upcoming PhD degrees to ESRs will be provided

Project Training Meetings Report (I)

Annual Meetings and network-wide training events organized (cf. Table 2.1.c for timings). Comprehensive report on the number of participants, content of courses and speakers etc.

Outreach Activities Report (I)

Report on outreach strategy and ourteach activities to the general public.

Promotional Materials

Promotional materials such as a project website, flyer, semi-annual newsletters, social media posts etc.

In silico tissue models for MR relaxometry and dMRI (II)

T15 Developing advanced QMRI simulation tools for method development and biological interpretation LEEDS JUEL UA EMC

JEMRIS as a platform for advanced Q-MRI simulations (II)

T15 Developing advanced QMRI simulation tools for method development and biological interpretation JUEL LEEDS UA EMC

Publikacje

A Contrast Augmentation Approach to Improve Multi-Scanner Generalization in MRI.

Autorzy: Maria Ines Meyer; Maria Ines Meyer; Ezequiel de la Rosa; Ezequiel de la Rosa; Nuno Pedrosa de Barros; Roberto Paolella; Roberto Paolella; Koen Van Leemput; Koen Van Leemput; Diana M. Sima
Opublikowane w: Frontiers in Neuroscience, Vol 15 (2021), Issue 1, 2021, Page(s) 15 (2021) , 15 p., ISSN 1662-4548
Wydawca: Frontiers Research Foundation
DOI: 10.3389/fnins.2021.708196

Harmonization of Brain Diffusion MRI: Concepts and Methods.

Autorzy: Maíra Siqueira Pinto; Maíra Siqueira Pinto; Roberto Paolella; Roberto Paolella; Thibo Billiet; Pieter Van Dyck; Pieter-Jan Guns; Ben Jeurissen; Annemie Ribbens; Arnold J. den Dekker; Jan Sijbers
Opublikowane w: Frontiers in Neuroscience, Vol 14 (2020), Issue 1, 2020, Page(s) 14 (2020) , p. 1-17, ISSN 1662-4548
Wydawca: Frontiers Research Foundation

Time efficiency analysis for undersampled quantitative MRI acquisitions

Autorzy: Byanju, Riwaj; Klein, Stefan; Cristobal-Huerta, Alexandra; Hernandez-Tamames, J. A.; Poot, Dirk H. J.
Opublikowane w: Medical Image Analysis, Issue 1, 2022, Page(s) Volume 78, 2022, 102390, ISSN 1361-8415
Wydawca: Elsevier BV
DOI: 10.1016/j.media.2022.102390

Super-Resolution Magnetic Resonance Imaging of the Knee Using 2-Dimensional Turbo Spin Echo Imaging.

Autorzy: Pieter Van Dyck; Céline Smekens; Floris Vanhevel; Eline De Smet; Ella Roelant; Jan Sijbers; Ben Jeurissen
Opublikowane w: Investigative Radiology, Issue 1, 2020, Page(s) 55 :8 (2020) , p. 481-493, ISSN 0020-9996
Wydawca: Lippincott Williams & Wilkins Ltd.
DOI: 10.1097/rli.0000000000000676

Improved diffusion parameter estimation by incorporating T2 relaxation properties into the DKI-FWE model

Autorzy: V. Anania, Q. Collier, J. Veraart, A.E. Buikema, F. Vanhevel, T. Billiet, B. Jeurissen, A.J. den Dekker , J. Sijbers
Opublikowane w: Neuroimage, 2022, Page(s) Epub ahead of print. PMID: 35447354, ISSN 1053-8119
Wydawca: Academic Press
DOI: 10.1016/j.neuroimage.2022.119219

3D CAIPIRINHA SPACE versus standard 2D TSE for routine knee MRI: a large-scale interchangeability study

Autorzy: Pieter Van Dyck; Céline Smekens; Ella Roelant; Thijs Vande Vyvere; Annemiek Snoeckx; Eline De Smet
Opublikowane w: European radiology, Issue 1, 2022, Page(s) (2022) , p. 1-12, ISSN 0938-7994
Wydawca: Springer Verlag
DOI: 10.1007/s00330-022-08715-5

Recurrent inference machines as inverse problem solvers for MR relaxometry

Autorzy: E. R. Sabidussi; Stefan Klein; Matthan W.A. Caan; Shabab Bazrafkan; A.J. den Dekker; Jan Sijbers; Wiro J. Niessen; Wiro J. Niessen; Dirk H. J. Poot
Opublikowane w: Medical Image Analysis, 74, Issue 1, 2021, Page(s) 74 (2021) 11 p, ISSN 1361-8415
Wydawca: Elsevier BV
DOI: 10.1016/j.media.2021.102220

Model-based super-resolution reconstruction with joint motion estimation for improved quantitative MRI parameter mapping

Autorzy: Q. Beirinckx, B. Jeurissen, M. Nicastro, D.H.J. Poot, M. Verhoye, A.J. den Dekker, and J. Sijbers
Opublikowane w: Computerized Medical Imaging and Graphics, 2022, ISSN 0895-6111
Wydawca: Elsevier BV
DOI: 10.1016/j.compmedimag.2022.102071

Assessment of Anterior Cruciate Ligament Graft Maturity With Conventional Magnetic Resonance Imaging: A Systematic Literature Review

Autorzy: Pieter Van Dyck, Katja Zazulia, Céline Smekens, Christiaan H.W. Heusdens, Thomas Janssens, Jan Sijbers
Opublikowane w: Orthopaedic Journal of Sports Medicine, Issue 7/6, 2019, Page(s) 232596711984901, ISSN 2325-9671
Wydawca: Sage Journals
DOI: 10.1177/2325967119849012

Phenotype-dependent relationships between cortical macro- and micro-structural neurodegeneration in Frontotemporal Lobar Degeneration

Autorzy: K. Placek, V. Anania., T. Van Phan., N. Pedrosa de Barros, T. Billiet, A. Ribbens, A. Simen, A.J. Schwarz.
Opublikowane w: Alzheimer’s Association International Conference 2021, 2021
Wydawca: ALZ Journals
DOI: 10.1002/alz.051717

An Augmentation Strategy to Mimic Multi-Scanner Variability in MRI

Autorzy: Maria Ines Meyer; Ezequiel de la Rosa; Nuno Pedrosa de Barros; Roberto Paolella; Koen Van Leemput; Diana M. Sima
Opublikowane w: 2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI), Issue 5, 2021
Wydawca: IEEE
DOI: 10.1109/isbi48211.2021.9433833

Recurrent Inference Machines as Inverse Problem Solvers for MR Relaxometry

Autorzy: E.R. Sabidussi, S. Klein, M.W.A. Caan, S. Bazrafkan, A.J. den Dekker, J. Sijbers, W. J. Niessen, D. H.J. Poot
Opublikowane w: Medical Imaging with Deep Learning (MIDL) 2021, 2021, Page(s) p. 1-3
Wydawca: MIDL

Comparison of MR acquisition strategies for super-resolution reconstruction using the Bayesian Mean Squared Error

Autorzy: M. Nicastro, B. Jeurissen, Q. Beirinckx, C. Smekens, D.H.J. Poot, J. Sijbers, and A.J. den Dekker
Opublikowane w: Proceedings of the 16th Virtual International Meeting on Fully 3D Image Reconstruction in Radiology and Nuclear Medicine, 19-23 July, 2021, Leuven, Belgium, 2021, Page(s) p. 435-439
Wydawca: KU Leuven

B0-inhomogeneity correction for accelerated GRASE scans based on the calibration region

Autorzy: R. Byanju, S. Klein, A. Cristobal-Hueta, J.A. Hernandez-Tamames and D.H.J. Poot
Opublikowane w: Book of abstracts ESMRMB 2021, Online 38th Annual Scientific Meeting 7–9 October 2021. Magn Reson Mater Phy 34, 2021, Page(s) S55-S56 (2021)
Wydawca: Springer
DOI: 10.1007/s10334-021-00947-8

High-resolution T2* mapping of the knee based on UTE Spiral VIBE MRI

Autorzy: C. Smekens, Q. Beirinckx, F. Vanhevel, P. Van Dyck, A.J. den Dekker, J. Sijbers, T. Janssens, and B. Jeurissen
Opublikowane w: Book of abstracts ESMRMB 2021, Online 38th Annual Scientific Meeting 7–9 October 2021. Magn Reson Mater Phy 34, 2021, Page(s) S33 (2021)
Wydawca: Springer

A Recurrent Inference Machine framework to reduce the impact of residual misregistration in Quantitative MRI

Autorzy: E.R. Sabidussi, S. Klein, and D.H.J. Poot
Opublikowane w: Book of abstracts ESMRMB 2021, Online 38th Annual Scientific Meeting 7–9 October 2021. Magn Reson Mater Phy 34, 2021, Page(s) S51
Wydawca: Springer

Performance comparison of monopolar and bipolar readout gradients for T2 quantification

Autorzy: S. Shin, S. Dae Yun and N.J. Shah
Opublikowane w: Book of abstracts ESMRMB 2021, Online 38th Annual Scientific Meeting 7–9 October 2021. Magn Reson Mater Phy 34, 2021, Page(s) S62-S63 (2021)
Wydawca: Springer

Faster Myelin water mapping by joint reconstruction and estimation from highly undersampled 3D GRASE acquisitions

Autorzy: R. Byanju, S. Klein, A. Cristobal-Hueta, J.A. Hernandez-Tamames and D.H.J. Poot
Opublikowane w: ESMRMB 2020 Online, 37th Annual Scientific Meeting, September 30–October 2 2020, 2020
Wydawca: Springer
DOI: 10.1007/s10334-020-00876-y

Effect of varying DWI b-values on prostate lesion segmentation accuracy and robustness

Autorzy: M. Postigo Fliquete, J. Tol, V. Fortunati, and A. van Engelen
Opublikowane w: Book of abstracts ESMRMB 2021, Online 38th Annual Scientific Meeting 7–9 October 2021. Magn Reson Mater Phy 34, 2021, Page(s) S63-S64 (2021)
Wydawca: Springer

Outcome prediction of mild traumatic brain injury using support vector machine based on longitudinal MR diffusion imaging from CENTER-TBI

Autorzy: M. Siqueira Pinto, S. Winzeck, S. Richter, M. Correia, E. Kornaropoulos, D. Menon, B. Glocker, P. J. Guns, A. J. den Dekker, J. Sijbers, V. Newcombe, and P. Van Dyck
Opublikowane w: Book of abstracts ESMRMB 2021, Online 38th Annual Scientific Meeting 7–9 October 2021. Magn Reson Mater Phy 34, 2021, Page(s) S54 (2021)
Wydawca: Springer

Towards accelerating cardiac DTI with undersampled 3D spiral acquisitions and a compressed sensing reconstruction based on joint sparsity

Autorzy: S. Golshani, I. Teh, N. Ravikumar, J. Schneider, and A. Frangi
Opublikowane w: Book of abstracts ESMRMB 2021, Online 38th Annual Scientific Meeting 7–9 October 2021. Magn Reson Mater Phy 34, 2021, Page(s) S61-S62 (2021)
Wydawca: Springer

A deep learning approach to T1 mapping in quantitative MRI

Autorzy: E. Ribeiro Sabidussi, M. Nicastro, S. Bazrafkan, Q. Beirinckx, B. Jeurissen, A. J. den Dekker, S. Klein, D. H. J. Poot
Opublikowane w: ESMRMB 2019, 36th Annual Scientific Meeting, Rotterdam, The Netherlands, Magn Reson Mater Phy, 2019, 2019, Page(s) S117-S118 vol. 32 (Suppl. 1)
Wydawca: Springer
DOI: 10.1007/s10334-019-00754-2

Abstract Study of the impact of various under-sampling patterns on quantitative estimation of tissue parameters using joint reconstruction and estimation

Autorzy: R. Byanju, S. Klein, A. Cristobal-Huerta, J.A.Hernandez-Tamames, D.H.J. Poot
Opublikowane w: 11th Annual Meeting of the ISMRM Benelux Chapter, Leiden, The Netherlands. 2019, 2019
Wydawca: ISMRM Benelux

Abstract Faster Myelin water mapping by joint reconstruction and estimation from highly undersampled 3D MSE acquisitions

Autorzy: R.Byanju, S.Klein, and D.H.J. Poot
Opublikowane w: ISMRM 28th Annual Meeting & Exhibition, Sydney, Australia. 2020, 2020
Wydawca: ISMRM

Abstract Joint reconstruction and estimation for fast and accurate T2* mapping

Autorzy: S. Shin, R. Byanju, S. Dae Yun, S. Klein, D. H. J. Poot and N. J. Shah
Opublikowane w: ISMRM 28th Annual Meeting & Exhibition, Sydney, Australia. 2020, 2020
Wydawca: ISMRM

Voxelwise harmonisation of FA on a cohort of 605 healthy subjects using ComBat: an exploratory study

Autorzy: M. Siqueira Pinto, Paolella, R., Billiet, T., Van Dyck, P., Guns, P.-J., Jeurissen, B., Ribbens, A., den Dekker, A. J., and Sijbers, J.
Opublikowane w: ESMRMB 2019, 36th Annual Scientific Meeting, Rotterdam, The Netherlands, Magn Reson Mater Phy, 2019, 2019, Page(s) vol. 32 (Suppl. 1), S309
Wydawca: ESMRMB
DOI: 10.1007/s10334-019-00755-1

Abstract Joint estimation of phase and diffusion tensor parameters from multi-shot k-q-space data: a proof of concept

Autorzy: B. Shafieizargar, Jeurissen, B., den Dekker, A. J., and Sijbers, J.
Opublikowane w: 12th Annual Meeting of the ISMRM Benelux Chapter, Arnhem, The Netherlands. 2020, 2020
Wydawca: ISMRM Benelux

Fast and whole-brain T2* mapping using QUTE-EPI at 7T

Autorzy: S. Shin, S. Dae Yun and N.J. Shah
Opublikowane w: ISMRM 27th Annual Meeting & Exhibition, Montreal, Canada. 2019, 2019
Wydawca: ISMRM

Robust outlier detection for diffusion kurtosis MRI based on IRLLS

Autorzy: V. Anania, T. Billiet, B. Jeurissen, J. Sijbers and A.J. den Dekker
Opublikowane w: ESMRMB 2019, 36th Annual Scientific Meeting, Rotterdam, The Netherlands, Magn Reson Mater Phy, 2019, 2019, Page(s) vol. 32 (Suppl. 1). S397-S398
Wydawca: ESMRMB
DOI: 10.1007/s10334-019-00756-0

Abstract Short T2* quantification of knee structures based on accelerated UTE Spiral VIBE MRI with SPIRiT reconstruction

Autorzy: C. Smekens, Vanhevel, F., Jeurissen, B., Van Dyck, P., Sijbers, J., and Janssens, T.
Opublikowane w: 12th Annual Meeting of the ISMRM Benelux Chapter, Arnhem, The Netherlands. 2020, 2020
Wydawca: ISMRM Benelux

Abstract Joint estimation of phase and diffusion tensor parameters from multi-shot k-q-space data: a proof of concept

Autorzy: B. Shafieizargar, Jeurissen, B., den Dekker, A. J., and Sijbers, J.
Opublikowane w: ISMRM 28th Annual Meeting & Exhibition, Sydney, Australia. 2020, 2020
Wydawca: ISMRM

Abstract Short T2* quantification of knee structures based on accelerated UTE Spiral VIBE MRI with SPIRiT reconstruction

Autorzy: C. Smekens, Vanhevel, F., Jeurissen, B., Van Dyck, P., Sijbers, J., and Janssens, T.
Opublikowane w: ISMRM 28th Annual Meeting & Exhibition, Sydney, Australia. 2020, 2020
Wydawca: ISMRM

Abstract Faster Myelin water mapping by joint reconstruction and estimation from highly undersampled 3D MSE acquisitions

Autorzy: R.Byanju, S.Klein, and D.H.J. Poot
Opublikowane w: 12th Annual Meeting of the ISMRM Benelux Chapter, Arnhem, The Netherlands. 2020, 2020
Wydawca: ISMRM Benelux

Study of the impact of various under-sampling patterns on quantitative estimation of tissue parameters using joint reconstruction and estimation

Autorzy: R. Byanju, S. Klein, A. Cristobal-Huerta, J.A.Hernandez-Tamames, D.H.J. Poot,
Opublikowane w: ISMRM 27th Annual Meeting & Exhibition, Montreal, Canada. 2019, 2019
Wydawca: ISMRM

Abstract Optimal design of a T1 super-resolution reconstruction experiment: a simulation study

Autorzy: M. Nicastro, Beirinckx, Q., Bladt, P., Jeurissen, B., Klein, S., Sijbers, J., Poot, D. H. J., and den Dekker, A. J
Opublikowane w: 12th Annual Meeting of the ISMRM Benelux Chapter, Arnhem, The Netherlands. 2020, 2020
Wydawca: ISMRM Benelux

Abstract Improved voxel-wise quantification of diffusion and kurtosis metrics in the presence of noise and intensity outliers

Autorzy: V. Anania, Billiet, T., Jeurissen, B., Ribbens, A., den Dekker, A. J., and Sijbers, J.
Opublikowane w: 12th Annual Meeting of the ISMRM Benelux Chapter, Arnhem, The Netherlands. 2020, 2020
Wydawca: ISMRM Benelux

Steady state effects on the myelin water pool: evidence for a distinct T1 compartment?

Autorzy: A-M Oros-Peusquens, D. Thomas, A. L. MacKay, and N. Jon Shah
Opublikowane w: ISMRM 28th Annual Meeting & Exhibition, Sydney, Australia. 2020, 2020
Wydawca: ISMRM

Myocardium numerical phantom at micro-scale: application in MRI simulation

Autorzy: M. Lashgari, N. Ravikumar, I. Teh, J. Schneider, and A. Frangi
Opublikowane w: Book of abstracts ESMRMB 2021, Online 38th Annual Scientific Meeting 7–9 October 2021. Magn Reson Mater Phy 34, 2021, Page(s) S60-S61 (2021)
Wydawca: Springer

Accelerated multi-shot diffusion weighted imaging with joint estimation of diffusion and phase parameters

Autorzy: B. Shafieizargar, B. Jeurissen, D.H.J. Poot, J. Van Audekerke, M. Verhoye, A.J. den Dekker, and J. Sijbers
Opublikowane w: Book of abstracts ESMRMB 2021, Online 38th Annual Scientific Meeting 7–9 October 2021. Magn Reson Mater Phy 34, 2021, Page(s) S51-S53 (2021)
Wydawca: Springer

Decoding Multiple Sclerosis EDSS disability scores from MRI using Deep Learning

Autorzy: R. Paollela, E. de la Rosa, D. M. Sima, D. Dive, F. Durand-Dubief, D. Sappey-Marinier, B. Jeurissen, J.Sijbers and T. Billiet
Opublikowane w: Book of abstracts ESMRMB 2021, Online 38th Annual Scientific Meeting 7–9 October 2021. Magn Reson Mater Phy 34, 2021, Page(s) S57-S58 (2021)
Wydawca: Springer

Outcome Prediction from MR Images after Mild Traumatic Brain Injury via Support Vector Machine: Results from the CENTER-TBI Study

Autorzy: M.S. Pinto, S. Winzeck, E.N. Kornaropoulos, B. Glocker, P. Van Dyck, P-J. Guns, D.K. Menon, M.M. Correia, and V.F.J. Newcombe
Opublikowane w: ESMRMB 2020 Online, 37th Annual Scientific Meeting, September 30–October 2 2020, 2020, Page(s) S75 (2020)
Wydawca: Springer

Optimal experimental design for the T2-weighted diffusion kurtosis imaging free water elimination model

Autorzy: V. Anania,, B. Jeurissen, J. Morez, A.E. Buikema. T. Billiet, J. Sijbers, and A. J. den Dekker
Opublikowane w: Book of abstracts ESMRMB 2021, Online 38th Annual Scientific Meeting 7–9 October 2021. Magn Reson Mater Phy 34, 2021, Page(s) S54-S55 (2021)
Wydawca: Springer

Water content mapping employing super-resolution reconstruction with acquisitions in three orthogonal orientations

Autorzy: D. Thomas, A.M. Oros-Peusquens, D.H.J. Poot, and N.J. Shah
Opublikowane w: Book of abstracts ESMRMB 2021, Online 38th Annual Scientific Meeting 7–9 October 2021. Magn Reson Mater Phy 34, 2021, Page(s) S58-S59 (2021)
Wydawca: Springer

Fast Steady-State Approach for 3D T1 and B1 Mapping with an Updated Optimization Merit Function for an Improved Accuracy and Precision

Autorzy: M.A. Zampini and R. Garipov
Opublikowane w: ESMRMB 2020 Online, 37th Annual Scientific Meeting, September 30–October 2 2020, 2020, Page(s) S148
Wydawca: Springer

EPIFANI for ultrafast B1-corrected T1 and PD mapping

Autorzy: M.A. Zampini., J. Sijbers, M. Verhoye, and R. Garipov, “EPIFANI for ultrafast B1-corrected T1 and PD mapping
Opublikowane w: Book of abstracts ESMRMB 2021, Online 38th Annual Scientific Meeting 7–9 October 2021. Magn Reson Mater Phy 34, 2021, Page(s) S59-S60 (2021)
Wydawca: Springer

Decoding the EDSS Scores of Multiple Sclerosis Patients from MRI Biomarkers

Autorzy: R. Paolella E. De La Rosa, V. Anania, S. Denissen, J. Van Schependom, G. Nagels, D. Dive, F. Durand-Dubief, D. Sappey-Marinier, D. Smeets, and D. Sima
Opublikowane w: ECTRIMS/ACTIRMS 2020, 2020, Page(s) P0005
Wydawca: Sage Journals

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