Radhouene Neji

2023

Free-breathing, Contrast Agent–free Whole-Heart MTC-BOOST Imaging: Single-Center Validation Study in Adult Congenital Heart Disease

Fotaki, A., Pushparajah, K., Hajhosseiny, R., Schneider, A., Alam, H., Ferreira, J., Neji, R., Kunze, K. P., Frigiola, A., Botnar, R. M. & Prieto, C., Feb 2023, In: Radiology: Cardiothoracic Imaging. 5, 1, e220146.

Research output: Contribution to journal › Article › peer-review

1 Citation (Scopus)

Pre-Training, Transfer Learning and Pretext Learning for a Convolutional Neural Network Applied to Automated Assessment of Clinical PET Image Quality

Hopson, J. B., Neji, R., Dunn, J. T., McGinnity, C. J., Flaus, A., Reader, A. J. & Hammers, A., 1 Apr 2023, In: IEEE Transactions on Radiation and Plasma Medical Sciences. 7, 4, p. 372-381 10 p.

Research output: Contribution to journal › Article › peer-review

1 Citation (Scopus)

Real-time automatic image-based slice tracking of gadolinium-filled balloon wedge catheter during MR-guided cardiac catheterization: A proof-of-concept study

Vidya Shankar, R., Huang, L., Neji, R., Kowalik, G., Neofytou, A., Mooiweer, R., Moon, T., Mellor, N., Razavi, R., Pushparajah, K. & Roujol, S., 2023, In: Magnetic resonance in medicine.

Research output: Contribution to journal › Article › peer-review

Open Access

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Real-time fetal brain tracking for functional fetal MRI

Neves Silva, S., Aviles Verdera, J., Tomi-Tricot, R., Neji, R., Uus, A., Grigorescu, I., Wilkinson, T., Ozenne, V., Lewin, A., Story, L., De Vita, E., Rutherford, M., Pushparajah, K., Hajnal, J. & Hutter, J., 22 Jun 2023, (Accepted/In press) In: Magnetic resonance in medicine.

Research output: Contribution to journal › Article › peer-review

Simultaneous Highly Efficient Contrast-Free Lumen and Vessel Wall MR Imaging for Anatomical Assessment of Aortic Disease

Munoz, C., Fotaki, A., Hua, A., Hajhosseiny, R., Kunze, K. P., Ismail, T. F., Neji, R., Pushparajah, K., Botnar, R. M. & Prieto, C., 9 Feb 2023, (E-pub ahead of print) In: Journal of Magnetic Resonance Imaging.

Research output: Contribution to journal › Article › peer-review

Open Access

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1 Citation (Scopus)

1 Downloads (Pure)

2022

Comparison of Semi- and Un-Supervised Domain Adaptation Methods for Whole-Heart Segmentation

Muffoletto, M., Xu, H., Barbaroux, H., Kunze, K. P., Neji, R., Botnar, R., Prieto, C., Rueckert, D. & Young, A., 2022, In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). p. 91-100 10 p.

Research output: Contribution to journal › Article › peer-review

Efficient non-contrast enhanced 3D Cartesian cardiovascular magnetic resonance angiography of the thoracic aorta in 3 min

Fotaki, A., Munoz, C., Emanuel, Y., Hua, A., Bosio, F., Kunze, K. P., Neji, R., Masci, P. G., Botnar, R. M. & Prieto, C., 1 Jan 2022, In: Journal of Cardiovascular Magnetic Resonance. 24, 1, 5.

Research output: Contribution to journal › Article › peer-review

Open Access

2 Citations (Scopus)

High-resolution non-contrast free-breathing coronary cardiovascular magnetic resonance ngiography for detection of coronary artery disease: validation against invasive coronary angiography

Nazir, M., Bustin, A., Hajhosseiny, R., Yazdani, M. F., Ryan, M., Vergani, V., Neji, R., Kunze, K-P., Nicol, E., Masci, P-G., Perera, D., Plein, S., Chiribiri, A., Botnar, R. & Prieto Vasquez, C., Dec 2022, In: Journal of Cardiovascular Magnetic Resonance. 24, 1, 26.

Research output: Contribution to journal › Article › peer-review

Open Access

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7 Citations (Scopus)

81 Downloads (Pure)

Magnetization Transfer BOOST Noncontrast Angiography Improves Pulmonary Vein Imaging in Adults With Congenital Heart Disease

Rashid, I., Ginami, G., Nordio, G., Fotaki, A., Neji, R., Alam, H., Pushparajah, K., Frigiola, A., Valverde, I., Botnar, R. M. & Prieto, C., 21 Jun 2022, (E-pub ahead of print) In: Journal of Magnetic Resonance Imaging.

Research output: Contribution to journal › Article › peer-review

Open Access

1 Citation (Scopus)

Myocardial scar detection in free-breathing Dixon-based fat- and water-separated 3D inversion recovery late-gadolinium enhancement whole heart MRI

Peters, A. A., Wagner, B., Spano, G., Haupt, F., Ebner, L., Kunze, K. P., Schmidt, M., Neji, R., Botnar, R., Prieto, C., Jung, B., Christe, A., Gräni, C. & Huber, A. T., 2022, (Accepted/In press) In: INTERNATIONAL JOURNAL OF CARDIOVASCULAR IMAGING.

Research output: Contribution to journal › Article › peer-review

Open Access

1 Citation (Scopus)

Non-rigid motion-corrected free-breathing 3D myocardial Dixon LGE imaging in a clinical setting

Zeilinger, M. G., Kunze, K. P., Munoz, C., Neji, R., Schmidt, M., Croisille, P., Heiss, R., Wuest, W., Uder, M., Botnar, R. M., Treutlein, C. & Prieto, C., Jul 2022, In: European Radiology. 32, 7, p. 4340-4351 12 p.

Research output: Contribution to journal › Article › peer-review

Open Access

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1 Citation (Scopus)

44 Downloads (Pure)

Quantification of balanced SSFP myocardial perfusion imaging at 1.5 T: Impact of the reference image

McElroy, S., Kunze, K. P., Milidonis, X., Huang, L., Nazir, M. S., Evans, C., Bosio, F., Mughal, N., Masci, P. G., Neji, R., Razavi, R., Chiribiri, A. & Roujol, S., Feb 2022, In: Magnetic Resonance in Medicine. 87, 2, p. 702-717 16 p.

Research output: Contribution to journal › Article › peer-review

Open Access

Quantitative Myocardial Perfusion With Simultaneous-Multislice Stress CMR for Detection of Significant Coronary Artery Disease

Nazir, M. S., Milidonis, X., McElroy, S., Ryan, M., Yazdani, M., Kunze, K., Hajhosseiny, R., Vergani, V., Stäb, D., Speier, P., Neji, R., Ismail, T. F., Perera, D., Plein, S., Roujol, S. & Chiribiri, A., Sept 2022, In: JACC Cardiovascular Imaging. 15, 9, p. 1672-1674 3 p.

Research output: Contribution to journal › Letter › peer-review

Open Access

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1 Citation (Scopus)

23 Downloads (Pure)

Simultaneous multislice steady-state free precession myocardial perfusion with full left ventricular coverage and high resolution at 1.5 T

McElroy, S., Ferrazzi, G., Nazir, M., Evans, C., Fereirra, J., Bosio, F., Mughal, N., Kunze, K., Neji, R., Speier, P., Stab, D., Ismail, T., Masci, P-G., Villa, A., Razavi, R., Chiribiri, A. & Roujol, S., 22 Feb 2022, (Accepted/In press) In: Magnetic Resonance in Medicine.

Research output: Contribution to journal › Article › peer-review

The association between N-methyl-d-aspartate receptor availability and glutamate levels: A multi-modal PET-MR brain imaging study in first-episode psychosis and healthy controls

Beck, K., Arumuham, A., Brugger, S., McCutcheon, R. A., Veronese, M., Santangelo, B., McGinnity, C. J., Dunn, J., Kaar, S., Singh, N., Pillinger, T., Borgan, F., Sementa, T., Neji, R., Jauhar, S., Aigbirhio, F., Boros, I., Turkheimer, F., Hammers, A., Lythgoe, D., & 2 othersStone, J. & Howes, O. D., Sept 2022, In: Journal of psychopharmacology (Oxford, England). 36, 9, p. 1051-1060 10 p.

Research output: Contribution to journal › Article › peer-review

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1 Citation (Scopus)

33 Downloads (Pure)

Whole-heart non-rigid motion corrected coronary MRA with autofocus virtual 3D iNAV

Schneider, A., Lima da Cruz, G., Munoz Escobar, C., Hajhosseiny, R., Kustner, T., Kunze, K., Neji, R., Botnar, R. & Prieto Vasquez, C., Apr 2022, In: Magnetic Resonance Imaging. 87, p. 169-176 8 p.

Research output: Contribution to journal › Article › peer-review

Open Access

4 Citations (Scopus)

2021

3D whole-heart grey-blood late gadolinium enhancement cardiovascular magnetic resonance imaging

Milotta, G., Munoz, C., Kunze, K. P., Neji, R., Figliozzi, S., Chiribiri, A., Hajhosseiny, R., Masci, P. G., Prieto, C. & Botnar, R. M., 24 May 2021, In: Journal of cardiovascular magnetic resonance : official journal of the Society for Cardiovascular Magnetic Resonance. 23, 1, p. 62 1 p., 62.

Research output: Contribution to journal › Article › peer-review

Open Access

4 Citations (Scopus)

3D Whole-heart Grey-blood Late Gadolinium Enhancement Imaging

Milotta, G., Munoz Escobar, C., Kunze, K., Neji, R., Figliozzi, S., Chiribiri, A., Hajhosseiny, R., Masci, P-G., Prieto Vasquez, C. & Botnar, R., 29 Mar 2021, (Accepted/In press) In: Journal of Cardiovascular Magnetic Resonance.

Research output: Contribution to journal › Article › peer-review

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Clinical comparison of sub-mm high-resolution non-contrast coronary CMR angiography against coronary CT angiography in patients with low-intermediate risk of coronary artery disease: a single center trial

Hajhosseiny, R., Rashid, I., Bustin, A., Munoz, C., Cruz, G., Nazir, M. S., Grigoryan, K., Ismail, T. F., Preston, R., Neji, R., Kunze, K., Razavi, R., Chiribiri, A., Masci, P. G., Rajani, R., Prieto, C. & Botnar, R. M., Dec 2021, In: Journal of Cardiovascular Magnetic Resonance. 23, 1, 57.

Research output: Contribution to journal › Article › peer-review

Open Access

15 Citations (Scopus)

Comparison of the diagnostic performance and impact on management of 18F-FDG PET/CT and whole body MRI in multiple myeloma

Westerland, O., Amlani, A., Kelly-Morland, C., Fraczek, M., Bailey, K., Gleeson, M., El-Najjar, I., Streetly, M., Bassett, P., Cook, G., Goh, V., The Myeloma Imaging Research Group at Guy’s & St Thomas’ Hospital, London and King’s College London, Bell, J., Dregely, I., Green, A., Gu, R., Haberland, U., Jeljeli, S., Kazmi, M., Muhidun, N., & 8 othersNatas, S., Neji, R., Padormo, F., Spence, J., Stirling, J. J., Subesinghe, M., Verma, H. & Viney, Z., 1 Jul 2021, In: European journal of nuclear medicine and molecular imaging. 48, 8, p. 2558-2565 8 p.

Research output: Contribution to journal › Article › peer-review

Open Access

7 Citations (Scopus)

Deep-learning based super-resolution for 3D isotropic coronary MR angiography in less than a minute

Kustner, T., Munoz Escobar, C., Psenicny, A., Bustin, A., Fuin, N., Qi, H., Neji, R., Kunze, K., Hajhosseiny, R., Prieto Vasquez, C. & Botnar, R., 11 Jun 2021, (Accepted/In press) In: Magnetic Resonance in Medicine.

Research output: Contribution to journal › Article › peer-review

Distortion-free 3D diffusion imaging of the prostate using a multishot diffusion-prepared phase-cycled acquisition and dictionary matching

Roccia, E., Neji, R., Benkert, T., Kiefer, B., Goh, V. & Dregely, I., Mar 2021, In: Magnetic Resonance in Medicine. 85, 3, p. 1441-1454 14 p.

Research output: Contribution to journal › Article › peer-review

Open Access

1 Citation (Scopus)

Distortion-free 3D diffusion imaging of the prostate using a multi-shot diffusion-prepared phase-cycled acquisition and dictionary matching

Roccia, E., Neji, R., Benkert, T., Kiefer, B., Goh, V. & Dregely, I., 1 Mar 2021, In: Magnetic resonance in medicine : official journal of the Society of Magnetic Resonance in Medicine / Society of Magnetic Resonance in Medicine.

Research output: Contribution to journal › Article › peer-review

End-to-end deep learning nonrigid motion-corrected reconstruction for highly accelerated free-breathing coronary MRA

Qi, H., Hajhosseiny, R., Cruz, G., Kuestner, T., Kunze, K., Neji, R., Botnar, R. & Prieto, C., Oct 2021, In: Magnetic Resonance in Medicine. 86, 4, p. 1983-1996 14 p.

Research output: Contribution to journal › Article › peer-review

16 Citations (Scopus)

Initial experience in staging primary oesophageal/gastro-oesophageal cancer with 18F-FDG PET/MRI

Sharkey, A. R., Sah, B., Withey, S. J., Bhuva, S., Neji, R., Jeljeli, S., Green, A., Cook, G. J. R., Goh, V., Baker, C. R., Chang, F., Chicklore, S., Cominos, M., Coombes, A., Davies, A. R., George, S., Gill-barman, B., Dunn, J. N., Gossage, J. A., Griffin, N., & 17 othersHill, M., Hynes, O., Iezzi, C., Jacques, A., Kelly, M., Mahadeva, U., Maisey, N., Mcewan, R., Meenan, J., Ngan, S., Owczarczyk, K., Qureshi, A., Reyhani, A., Subesinghe, M., Tham, G., Waters, J. & Zeki, S. S., Dec 2021, In: European Journal of Hybrid Imaging. 5, 1, 23.

Research output: Contribution to journal › Article › peer-review

Open Access

3 Citations (Scopus)

Late Gadolinium Enhancement Cardiovascular Magnetic Resonance assessment of substrate for Ventricular Tachycardia with hemodynamic compromise

Whitaker, J., Neji, R., Kim, S., Connolly, A., Razavi, R. & O'Neill, M., 26 Oct 2021, (E-pub ahead of print) In: Frontiers in Cardiovascular Medicine. 8

Research output: Contribution to journal › Article › peer-review

Open Access

MR-guided motion-corrected PET image reconstruction for cardiac PET-MR

Munoz Escobar, C., Ellis, S., Nekolla, S. G., Kunze, K., Vitadello, T., Neji, R., Botnar, R., Schnabel, J., Reader, A. & Prieto Vasquez, C., 28 May 2021, In: Journal of Nuclear Medicine.

Research output: Contribution to journal › Article › peer-review

Open Access

MRI-Guided Motion-Corrected PET Image Reconstruction for Cardiac PET/MRI

Munoz, C., Ellis, S., Nekolla, S. G., Kunze, K. P., Vitadello, T., Neji, R., Botnar, R. M., Schnabel, J. A., Reader, A. J. & Prieto, C., 1 Dec 2021, In: Journal of Nuclear Medicine. 62, 12, p. 1768-1774 7 p.

Research output: Contribution to journal › Article › peer-review

Open Access

4 Citations (Scopus)

Quantitative magnetization transfer imaging for non-contrast enhanced detection of myocardial fibrosis

López, K., Neji, R., Bustin, A., Rashid, I., Hajhosseiny, R., Malik, S. J., Teixeira, R. P. A. G., Razavi, R., Prieto, C., Roujol, S. & Botnar, R. M., Apr 2021, In: Magnetic Resonance in Medicine. 85, 4, p. 2069-2083 15 p.

Research output: Contribution to journal › Article › peer-review

Open Access

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2020

3D Dixon water-fat LGE imaging with image navigator and compressed sensing in cardiac MRI

Zeilinger, M. G., Wiesmüller, M., Forman, C., Schmidt, M., Munoz, C., Piccini, D., Kunze, K-P., Neji, R., Botnar, R. M., Prieto, C., Uder, M., May, M. & Wuest, W., 2 Dec 2020, (E-pub ahead of print) In: European Radiology.

Research output: Contribution to journal › Article › peer-review

11 Citations (Scopus)

3D Whole-heart Free-breathing qBOOST-T2 Mapping

Milotta, G., Ginami, G., Bustin, A., Neji, R., Prieto Vasquez, C. & Botnar, R. M., 24 Jan 2020, In: Magnetic resonance in medicine. 83, 5, p. 1673-1687 15 p.

Research output: Contribution to journal › Article › peer-review

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7 Citations (Scopus)

79 Downloads (Pure)

3D whole-heart isotropic-resolution motion-compensated joint T1 /T2 mapping and water/fat imaging

Milotta, G., Bustin, A., Jaubert, O., Neji, R., Prieto, C. & Botnar, R. M., 1 Dec 2020, In: Magnetic Resonance in Medicine. 84, 6, p. 3009-3026 18 p.

Research output: Contribution to journal › Article › peer-review

16 Citations (Scopus)

3D whole-heart isotropic sub-millimeter resolution coronary magnetic resonance angiography with non-rigid motion-compensated PROST

Bustin, A., Rashid, I., Cruz, G., Hajhosseiny, R., Correia, T., Neji, R., Rajani, R., Ismail, T. F., Botnar, R. M. & Prieto, C., 16 Apr 2020, In: Journal of Cardiovascular Magnetic Resonance. 22, 1, p. 24 24.

Research output: Contribution to journal › Article › peer-review

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23 Citations (Scopus)

102 Downloads (Pure)

Accelerated high-resolution free-breathing 3D whole-heart T 2-prepared black-blood and bright-blood cardiovascular magnetic resonance

Matias Correia, T., Ginami, G., Rashid, I., Nordio, G., Hajhosseiny, R., Ismail, T., Neji, R., Botnar, R. & Prieto Vasquez, C., 14 Dec 2020, In: Journal of Cardiovascular Magnetic Resonance.

Research output: Contribution to journal › Article › peer-review

CINENet: Deep Learning-based 3D Cardiac CINE MRI Reconstruction with Multi-coil Complex-valued 4D Spatio-Temporal Convolutions

Kustner, T., Fuin, N., Hammernik, K., Bustin, A., Qi, H., Hajhosseiny, R., Masci, P-G., Neji, R., Rueckert, D., Botnar, R. & Prieto Vasquez, C., 31 Jul 2020, (Accepted/In press) In: Nature Scientific Reports.

Research output: Contribution to journal › Article › peer-review

Combined simultaneous multislice bSSFP and compressed sensing for first-pass myocardial perfusion at 1.5 T with high spatial resolution and coverage

McElroy, S., Ferrazzi, G., Nazir, M. S., Kunze, K. P., Neji, R., Speier, P., Stäb, D., Forman, C., Razavi, R., Chiribiri, A. & Roujol, S., 1 Dec 2020, In: Magnetic Resonance in Medicine. 84, 6, p. 3103-3116 14 p.

Research output: Contribution to journal › Article › peer-review

12 Citations (Scopus)

Contrast-free high-resolution 3D magnetization transfer imaging for simultaneous myocardial scar and cardiac vein visualization

López, K., Neji, R., Mukherjee, R. K., Whitaker, J., Phinikaridou, A., Razavi, R., Prieto, C., Roujol, S. & Botnar, R., 1 Oct 2020, In: Magma: Magnetic Resonance Materials in Physics, Biology and Medicine. 33, 5, p. 627-640 14 p.

Research output: Contribution to journal › Article › peer-review

Open Access

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4 Citations (Scopus)

117 Downloads (Pure)

Fast Automated PET Image Quality Assessment by Deep Learning

Hopson, J. B., Neji, R., Reader, A. J. & Hammers, A., 2020, 2020 IEEE Nuclear Science Symposium and Medical Imaging Conference, NSS/MIC 2020. Institute of Electrical and Electronics Engineers Inc., (2020 IEEE Nuclear Science Symposium and Medical Imaging Conference, NSS/MIC 2020).

Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

FASt single-breathhold 2D multislice myocardial T₁ mapping (FAST1) at 1.5T for full left ventricular coverage in three breathholds

Huang, L., Neji, R., Nazir, M. S., Whitaker, J., Duong, P., Reid, F., Bosio, F., Chiribiri, A., Razavi, R. & Roujol, S., 1 Feb 2020, In: Journal of Magnetic Resonance Imaging. 51, 2, p. 492-504 13 p.

Research output: Contribution to journal › Article › peer-review

Open Access

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7 Citations (Scopus)

110 Downloads (Pure)

Fully Self-Gated Free-running 3D Cartesian Cardiac CINE with Isotropic Whole-Heart Coverage in Less Than 2 Minutes

Kustner, T., Bustin, A., Jaubert, O., Hajhosseiny, R., Masci, P-G., Neji, R., Botnar, R. & Prieto Vasquez, C., 23 Aug 2020, (Accepted/In press) In: NMR in Biomedicine.

Research output: Contribution to journal › Article › peer-review

Isotropic 3D Cartesian single breath-hold CINE MRI with multi-bin patch-based low-rank reconstruction

Kustner, T., Bustin, A., Jaubert, O., Hajhosseiny, R., Masci, P-G., Neji, R., Botnar, R. & Prieto Vasquez, C., 9 Mar 2020, (Accepted/In press) In: Magnetic resonance in medicine : official journal of the Society of Magnetic Resonance in Medicine / Society of Magnetic Resonance in Medicine.

Research output: Contribution to journal › Article › peer-review

Open Access

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Motion-corrected 3D whole-heart water-fat high-resolution late gadolinium enhancement cardiovascular magnetic resonance imaging

Munoz, C., Bustin, A., Neji, R., Kunze, K. P., Forman, C., Schmidt, M., Hajhosseiny, R., Masci, P-G., Zeilinger, M., Wuest, W., Botnar, R. M. & Prieto, C., 20 Jul 2020, In: Journal of Cardiovascular Magnetic Resonance. 22, 1, 53.

Research output: Contribution to journal › Article › peer-review

Open Access

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19 Citations (Scopus)

17 Downloads (Pure)

Motion-corrected 3D Whole-heart Water-Fat High-resolution Late Gadolinium Enhancement Imaging

Munoz Escobar, C., Bustin, A., Neji, R., Kunze, K. P., Forman, C., Schmidt, M., Hajhosseiny, R., Masci, P-G., Zeilinger, M., Wuest, W., Botnar, R. & Prieto Vasquez, C., 11 Jun 2020, (Accepted/In press) In: Journal of cardiovascular magnetic resonance.

Research output: Contribution to journal › Article › peer-review

Motion-corrected and high-resolution anatomically assisted (MOCHA) reconstruction of arterial spin labeling MRI: High-resolution ASL image reconstruction

Mehranian, A., McGinnity, C. J., Neji, R., Prieto Vasquez, C., Hammers, A., De Vita, E. & Reader, A., 1 Sept 2020, In: Magnetic Resonance in Medicine. 84, 3, p. 1306-1320 15 p.

Research output: Contribution to journal › Article › peer-review

Open Access

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3 Citations (Scopus)

72 Downloads (Pure)

PET/MRI attenuation estimation in the lung: A review of past, present, and potential techniques

Lillington, J., Brusaferri, L., Kläser, K., Shmueli, K., Neji, R., Hutton, B. F., Fraioli, F., Arridge, S., Cardoso, M. J., Ourselin, S., Thielemans, K. & Atkinson, D., 1 Feb 2020, In: Medical physics. 47, 2, p. 790-811 22 p.

Research output: Contribution to journal › Review article › peer-review

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