Research output per year
Research output per year
Personal profile
specialisation
medical image processing
Research interests
Machine Learning for virtual FFR
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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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
Open Access3 Citations (Scopus) -
Combined analysis of coronary arteries and the left ventricular myocardium in cardiac CT angiography for detection of patients with functionally significant stenosis
Zreik, M., Hampe, N., Leiner, T., Khalili, N., Wolterink, J. M., Voskuil, M., Viergever, M. A. & Išgum, I., 2021, Medical Imaging 2021: Image Processing. Isgum, I. & Landman, B. A. (eds.). SPIE, Vol. 11596. 115961F. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 11596).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
1 Citation (Scopus) -
Graph attention networks for segment labeling in coronary artery trees
Hampe, N., Wolterink, J. M., Collet, C., Planken, N. & Išgum, I., 2021, Medical Imaging 2021: Image Processing. Isgum, I. & Landman, B. A. (eds.). SPIE, Vol. 11596. 115961I. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 11596).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
5 Citations (Scopus) -
Investigating the challenges and generalizability of deep learning brain conductivity mapping
Hampe, N., Katscher, U., van den Berg, C. A. T., Tha, K. K. & Mandija, S., 7 Jul 2020, In: Physics in medicine and biology. 65, 13, 135001.Research output: Contribution to journal › Article › Academic › peer-review
13 Citations (Scopus)