Research output per year
Research output per year
Personal profile
Research interests
Together with my team of technical and clinical researchers, I develop and improve (quantitative) MRI techniques for personalizing treatment in tumour patients at Amsterdam UMC. Such imaging biomarkers allow us to assess tumour properties such as their perfusion, cell density, elastic properties and oxygenation. This information helps us determine the best personalized treatment option. I work closely with radiologists, oncologists, radiation oncologists, surgeons, and other health care professionals to provide clinicians with the best quality quantitative MRI for this purpose.
Specialisation
MRI Physics; machine learning; biomarker imaging
Related documents
Education/Academic qualification
PhD, MRI of Pancreatic Cancer for Radiotherapy, Amsterdam UMC
1 Nov 2012 → 31 Oct 2016
Award Date: 29 Mar 2017
Master, Physics, track "life and health"
1 Aug 2009 → 1 Aug 2012
Award Date: 1 Aug 2012
Master, Astronomy and Astrophysics
1 Aug 2009 → 1 Aug 2012
Award Date: 1 Aug 2012
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 7 Affordable and Clean Energy -
SDG 13 Climate Action
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
Research output
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Improved unsupervised physics-informed deep learning for intravoxel incoherent motion modeling and evaluation in pancreatic cancer patients
Kaandorp, M. P. T., Barbieri, S., Klaassen, R., van Laarhoven, H. W. M., Crezee, H., While, P. T., Nederveen, A. J. & Gurney-Champion, O. J., Oct 2021, In: Magnetic resonance in medicine. 86, 4, p. 2250-2265 16 p.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile45 Downloads (Pure) -
Acquisition-independent deep learning for quantitative MRI parameter estimation using neural controlled differential equations
Kuppens, D., Barbieri, S., van den Berg, D., Schouten, P., Thoeny, H. C., van Laarhoven, H. W. M., Wennen, M. & Gurney-Champion, O. J., 1 Jan 2026, In: Medical image analysis. 107, 103768.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile196 Downloads (Pure) -
Comparison of six fit algorithms for the intravoxel incoherent motion model of diffusionweighted magnetic resonance imaging data of pancreatic cancer patients
Gurney-Champion, O. J., Klaassen, R., Froeling, M., Barbieri, S., Stoker, J., Engelbrecht, M. R. W., Wilmink, J. W., Besselink, M. G., Bel, A., van Laarhoven, H. W. M. & Nederveen, A. J., 2018, In: PLoS ONE. 13, 4, e0194590.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile26 Downloads (Pure) -
Black-blood dynamic contrast-enhanced MRI of abdominal aortic aneurysms
Stehling, W., Aalbregt, E., Wennen, M., Schrauben, E., Yeung, K. K., Nederveen, A. J. & Gurney-Champion, O. J., 2026, (E-pub ahead of print) In: Magnetic Resonance Materials in Physics, Biology and Medicine.Research output: Contribution to journal › Article › Academic › peer-review
Open Access -
Uncertainty estimates in pharmacokinetic modelling of DCE-MRI
van Elburg, J. M., Korobova, N. V., Islam, M. M., Troelstra, M. A. & Gurney-Champion, O. J., 1 Mar 2026, In: Medical image analysis. 109, 103881.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile3235 Downloads (Pure)
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Perfusion Imaging with intravoxel incoherent motion (IVIM): Why Is It Worth Having a Look?
Gurney-Champion, O. (Speaker)
4 May 2024Activity: Talk or presentation › Invited talk › Academic
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Teaching Lecture: Quantitative MRI in radiotherapy: Deep learning for parameter estimation
Gurney-Champion, O. (Speaker)
5 Apr 2024Activity: Talk or presentation › Invited talk › Academic
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ISMRM Workshop on Moving Forward with Intravoxel Incoherent Motion Modeling for Diffusion-Weighted MRI: An Attempt at Consensus (Event)
Gurney-Champion, O. J. (Chair)
1 Jan 2023 → 28 Mar 2024Activity: Membership › Membership of committee › Academic
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Machine Learning for Diffusion MRI Data Analysis
Gurney-Champion, O. J. (Speaker)
14 Oct 2022Activity: Talk or presentation › Invited talk › Academic
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International Society for Magnetic Resonance in Medicine (Event)
Gurney-Champion, O. J. (Chair)
7 May 2022 → 12 May 2022Activity: Membership › Membership of committee › Academic
Prizes
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MRM Highlight of the month February 2020
Gurney-Champion, O. J. (Recipient), 1 Feb 2022
Prize › Academic
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Press/Media
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Expert Opinion / The future of MRI in radiation therapy
09/11/2022
1 Media contribution
Press/Media: Press / Media
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Development of MRI techniques to support personalized treatments of esophageal cancer
10/03/2022
1 Media contribution
Press/Media: Press / Media
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Course Report Research course in Radiotherapy Physics - School Corner
02/09/2020
1 Media contribution
Press/Media: Press / Media