qurAI

Our PUBLICATIONS

journal articles

4TOTAL RESOURCES
J. Sander, B. D. de Vos, S. Bruns, N. Planken, M. A. Viergever, T. Leiner, I. Išgum, "Reconstruction and completion of high-resolution 3D cardiac shapes using anisotropic CMRI segmentations and continuous implicit neural representations", Computers in Biology and Medicine, 2023; 164.
DOI | PMID
S. Bruns, J.M. Wolterink, T.P.W. van den Boogert, J.H. Runge, B.J. Bouma, J.P. Henriques, J. Baan, M.A. Viergever, R.N. Planken, I. Isgum, "Deep learning-based whole-heart segmentation in 4D contrast-enhanced cardiac CT", Computers in Biology and Medicine, 2022; 142: 105191.
DOI | PMID | ALGORITHM
S.G.M. van Velzen, S. Bruns, J.M. Wolterink, T. Leiner, M.A. Viergever, H.M. Verkooijen, I. Išgum, "AI-based quantification of planned radiation therapy dose to cardiac structures and coronary arteries in patients with breast cancer", International Journal of Radiation Oncology, Biology, Physics, 2022; 112 (3): 611-620.
DOI | PMID
S. Bruns, J. M. Wolterink, R. A. P. Takx, R. W. van Hamersvelt, D. Suchá, M. A. Viergever, T. Leiner and I. Išgum, "Deep learning from dual-energy information for whole-heart segmentation in dual-energy and single-energy non-contrast-enhanced cardiac CT", Medical Physics, 2020; 47 (10): 5048-5060.
DOI | PMID

inproceedings

3TOTAL RESOURCES
S. Bruns, J. M. Wolterink, T. P. W. van den Boogert, J. P. Henriques, J. Baan, R. N. Planken and I. Išgum, "Automatic whole-heart segmentation in 4D TAVI treatment planning CT", SPIE Medical Imaging, Image Processing, 2021; 11596: 115960B.
URL
S. Bruns, J. M. Wolterink, R. W. van Hamersvelt, M. Zreik, T. Leiner and I. Išgum, "Improving myocardium segmentation in cardiac CT angiography using spectral information", SPIE Medical Imaging, Image Processing, 2019; 10949: 109492M.
URL
S. Bruns, J. M. Wolterink, R. W. van Hamersvelt, T. Leiner and I. Išgum, "CNN-based segmentation of the cardiac chambers and great vessels in non-contrast-enhanced cardiac CT", Medical Imaging with Deep Learning (MIDL 2019), 2019.
URL

abstracts

1TOTAL RESOURCES
E. R. Meulendijks, B. Fabrizi, S. Bruns, T. van den Boogert, R. Wesselink, W. J. van Boven, A. Driessen, H. Niessen, T. A.C. de Vries, E. Eringa, N. Planken, I. Isgum, D. Dey, S. P. Krul, R. Hoebe, J. R. de Groot, R. Al-Shama, "Epicardial Adipose Tissue Neutrophil Inflammation Relates to Severity but not to Recurrence of Atrial Fibrillation and is Reflected by Attenuation in CTA Scans", Heart Rhythm, 2023.
URL

phd theses

1TOTAL RESOURCES
S. Bruns, "Automated segmentation of the heart in high-dimensional computed tomography", University of Amsterdam, The Netherlands, 2022, ISBN: 978-94-6419-536-1.