Specialization
medical image processing
Focus of research
Machine Learning for virtual FFR
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Graph neural networks for automatic extraction and labeling of the coronary artery tree in CT angiography
Hampe, N., van Velzen, S. G. M., Wolterink, J. M., Collet, C., Henriques, J. P. S., Planken, N. & Išgum, I., 1 May 2024, In: Journal of Medical Imaging. 11, 3, 034001.Research output: Contribution to journal › Article › Academic › peer-review
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Automatic Coronary Artery Plaque Quantification and CAD-RADS Prediction using Mesh Priors
van Herten, R. L. M., Hampe, N., Takx, R. A. P., Franssen, K. J., Wang, Y., Sucha, D., Henriques, J. P., Leiner, T., Planken, R. N. & Isgum, I., 2023, (E-pub ahead of print) In: IEEE Transactions on Medical Imaging. p. 1 1 p.Research output: Contribution to journal › Article › Academic › peer-review
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Deep learning-based detection of functionally significant stenosis in coronary CT angiography
Hampe, N., van Velzen, S. G. M., Planken, R. N., Henriques, J. P. S., Collet, C., Aben, J-P., Voskuil, M., Leiner, T. & Išgum, I., 15 Nov 2022, In: Frontiers in cardiovascular medicine. 9, 964355.Research output: Contribution to journal › Article › Academic › peer-review
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