Research output per year
Research output per year
Personal profile
Research interests
MRI measures beyond what the eye can see, and artificial intelligence (AI) learns beyond what the human mind can perceive. I am developing AI-methods throughout the chain of MRI acquisition, reconstruction, quantification and statistical analysis. The development is deeply motivated by clinical needs, and methods find their application in different disease types.
Specialisation
AI for quantifying MRI: reconstruction & statistical analysis
Related documents
External positions
Shareholder, Nico.Lab B.V, Amsterdam, Netherlands
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 3 Good Health and Well-being
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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
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Treatment Response Prediction in Major Depressive Disorder Using Multimodal MRI and Clinical Data: Secondary Analysis of a Randomized Clinical Trial
Poirot, M. G., Ruhe, H. G., Mutsaerts, H.-J. M. M., Maximov, I. I., Groote, I. R., Bjørnerud, A., Marquering, H. A., Reneman, L. & Caan, M. W. A., 1 Mar 2024, In: American journal of psychiatry. 181, 3, p. 223-233 11 p.Research output: Contribution to journal › Article › Academic › peer-review
Open Access -
Assessment of data consistency through cascades of independently recurrent inference machines for fast and robust accelerated MRI reconstruction
Karkalousos, D., Noteboom, S., Hulst, H. E., Vos, F. M. & Caan, M. W. A., 21 Jun 2022, In: Physics in medicine and biology. 67, 12, 124001.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile -
A unified model for reconstruction and R2* mapping of accelerated 7T data using the quantitative recurrent inference machine
Zhang, C., Karkalousos, D., Bazin, P.-L., Coolen, B. F., Vrenken, H., Sonke, J.-J., Forstmann, B. U., Poot, D. H. J. & Caan, M. W. A., 1 Dec 2022, In: NeuroImage. 264, 119680.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile -
Recurrent inference machines for reconstructing heterogeneous MRI data
Lønning, K., Putzky, P., Sonke, J.-J., Reneman, L., Caan, M. W. A. & Welling, M., 1 Apr 2019, In: Medical image analysis. 53, p. 64-78 15 p.Research output: Contribution to journal › Article › Academic › peer-review
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ATOMMIC: An Advanced Toolbox for Multitask Medical Imaging Consistency to facilitate Artificial Intelligence applications from acquisition to analysis in Magnetic Resonance Imaging
Karkalousos, D., Išgum, I., Marquering, H. A. & Caan, M. W. A., 1 Nov 2024, In: Computer methods and programs in biomedicine. 256, 108377.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile