Projects per year
Personal profile
Research interests
My research is on rapid and comprehensive MRI in the human brain. I am currently working on quantitative MRI at high field, diffusion MRI and deep learning for image reconstruction. I am applying these methods in brain disease studies using machine learning.
specialisation
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):
External positions
Senior scientist, Oslo University Hospital-Rikshospitalet
1 Jan 2019 → …
Shareholder, Nico.Lab B.V, Amsterdam, Netherlands
1 Jan 2015 → …
Collaborations and top research areas from the last five years
Projects
- 5 Active
-
Prediction of MDD treatment outcomes with Sertraline using fMRI data of EMBARC dataset (reward-tasks and emotional conflict)
Chen, M., Reneman, L., Marquering, H. & Caan, M.
1/02/2024 → 1/02/2025
Project: Research
-
Prediction of ADHD methylphenidate treatment response using ROI-based and radiomics-based T1 and DTI features
Chen, M., Reneman, L., Marquering, H. & Caan, M.
1/10/2022 → 1/05/2024
Project: Research
-
Nederveen A.J.: Novel MRI techniques
Gottwald, L., Gurney-Champion, O., de Jonge, S., Oudeman, J., Peper, E., Schoormans, J., Smits, L., Vaclavu, L., Zhang, Q., Zheng, K. H., Nederveen, A., Bakermans, A. J., Caan, M., Coolen, B. & Motaal, A. G.
1/01/2012 → …
Project: Research
-
Pajkrt D.: Pediatric viral infections, focus on hiv and picornavirus infection
de Blauw, D., Blokhuis, C., Bruning, A., van den Hof, M., Pajkrt, D., Caan, M., de Jong, M., Majoie, C., Reiss, P., Wolthers, K., Kootstra, N., van der Sanden, S., de Blauw, D., Teunissen, C. E. & in 't Veld, J.
7/07/2010 → …
Project: Research
-
Majoie C.B.L.M.: Neuroradiology, Neurovascular diseases: imaging and endovascular treatment of acute stroke
Beenen, L., van den Berg, L., Boers, A., van Doorn, M., Groot, A., Jansen, I., Leemans, E., van der Steen, W., Su, T., Treurniet, K., Vaclavu, L., Zijlstra, I., Majoie, C., van den Berg, R., Caan, M., Marquering, H., Nederveen, A., Vos, F. & Yoo, A.
1/07/2007 → …
Project: Research
-
Deep learning-based white matter lesion volume on CT is associated with outcome after acute ischemic stroke
van Voorst, H., Pitkänen, J., van Poppel, L., de Vries, L., Mojtahedi, M., Martou, L., Emmer, B. J., Roos, Y. B. W. E. M., van Oostenbrugge, R., Postma, A. A., Marquering, H. A., Majoie, C. B. L. M., Curtze, S., Melkas, S., Bentley, P. & Caan, M. W. A., 2024, (E-pub ahead of print) In: European Radiology.Research output: Contribution to journal › Article › Academic › peer-review
-
Dynamic recurrent inference machines for accelerated MRI-guided radiotherapy of the liver
Lønning, K., Caan, M. W. A., Nowee, M. E. & Sonke, J-J., 1 Apr 2024, In: Computerized medical imaging and graphics. 113, 102348.Research output: Contribution to journal › Article › Academic › peer-review
-
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
-
Whole-liver flip-angle shimming at 7 T using parallel-transmit kT-point pulses and Fourier phase-encoded DREAM B1+ mapping
Runderkamp, B. A., Roos, T., van der Zwaag, W., Strijkers, G. J., Caan, M. W. A. & Nederveen, A. J., Jan 2024, In: Magnetic resonance in medicine. 91, 1, p. 75-90 16 p.Research output: Contribution to journal › Article › Academic › peer-review
Open Access1 Citation (Scopus) -
A densely interconnected network for deep learning accelerated MRI
Ottesen, J. A., Caan, M. W. A., Groote, I. R. & Bjørnerud, A., Feb 2023, In: Magma (New York, N.Y.). p. 65-77Research output: Contribution to journal › Article › Academic › peer-review
Open Access4 Citations (Scopus)
Datasets
-
Raw measurements for the statistics
Bazin, P. L. E. A. (Owner), Alkemade, A. (Contributor), van der Zwaag, W. (Contributor), Caan, M. (Contributor), Mulder, M. (Contributor) & Forstmann, B. (Contributor), Universiteit van Amsterdam, 5 Apr 2019
Dataset
-
A high-resolution multi-shell 3T diffusion magnetic resonance imaging dataset as part of the Amsterdam Ultra-high field adult lifespan database (AHEAD) - dataset
Keuken, M. (Owner), Liebrand, L. C. (Contributor), Bazin, P. (Contributor), Alkemade, A. (Contributor), van Berendonk, N. (Contributor), Groot, J. (Contributor), Isherwood, S. (Contributor), Kemp, S. (Contributor), Lute, N. (Contributor), Mulder, M. (Contributor), Trutti, A. (Contributor), Caan, M. (Contributor) & Forstmann, B. (Contributor), Universiteit van Amsterdam, 28 Oct 2021
Dataset
-
Sample Whole-Brain MP2RAGEME
Bazin, P. L. E. A. (Owner), Caan, M. (Contributor), Marques, J. P. (Contributor), de Hollander, G. (Contributor), Dumoulin, S. O. (Contributor) & van der Zwaag, W. (Contributor), Universiteit van Amsterdam, 14 May 2020
Dataset
-
Processed example
Bazin, P. L. E. A. (Owner), Caan, M. (Contributor), Marques, J. P. (Contributor), de Hollander, G. (Contributor), Dumoulin, S. O. (Contributor) & van der Zwaag, W. (Contributor), Universiteit van Amsterdam, 5 Apr 2019
Dataset
-
Example MP2RAGEME data set
Bazin, P. L. E. A. (Owner), Caan, M. (Contributor), Marques, J. P. (Contributor), de Hollander, G. (Contributor), Dumoulin, S. O. (Contributor) & van der Zwaag, W. (Contributor), Universiteit van Amsterdam, 5 Apr 2019
Dataset