| A Recurrent CNN for Automatic Detection and Classification of Coronary Artery Plaque and Stenosis in Coronary CT Angiography M Zreik, RW van Hamersvelt, JM Wolterink, T Leiner, MA Viergever, ... IEEE Transactions on Medical Imaging, 2018 | 271 | 2018 |
| Automatic calcium scoring in low-dose chest CT using deep neural networks with dilated convolutions N Lessmann, B van Ginneken, M Zreik, PA de Jong, BD de Vos, ... IEEE transactions on medical imaging 37 (2), 615-625, 2018 | 252 | 2018 |
| Deep learning analysis of the myocardium in coronary CT angiography for identification of patients with functionally significant coronary artery stenosis M Zreik, N Lessmann, RW van Hamersvelt, JM Wolterink, M Voskuil, ... Medical image analysis 44, 72-85, 2018 | 230 | 2018 |
| Deep learning analysis of left ventricular myocardium in CT angiographic intermediate-degree coronary stenosis improves the diagnostic accuracy for identification of … RW van Hamersvelt, M Zreik, M Voskuil, MA Viergever, I Išgum, T Leiner European radiology 29 (5), 2350-2359, 2019 | 102 | 2019 |
| Automatic segmentation of the left ventricle in cardiac CT angiography using convolutional neural networks M Zreik, T Leiner, BD de Vos, RW van Hamersvelt, MA Viergever, I Išgum 2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI), 40-43, 2016 | 79 | 2016 |
| Deep learning analysis of coronary arteries in cardiac CT angiography for detection of patients requiring invasive coronary angiography M Zreik, RW van Hamersvelt, N Khalili, JM Wolterink, M Voskuil, ... IEEE transactions on medical imaging 39 (5), 1545-1557, 2019 | 63 | 2019 |
| Method and system for assessing vessel obstruction based on machine learning I Isgum, M Zreik, JP Aben US Patent 10,699,407, 2020 | 54 | 2020 |
| Method and system for assessing vessel obstruction based on machine learning I Isgum, M Zreik, T Leiner US Patent App. 15/933,854, 2019 | 25 | 2019 |
| Method and System for Assessing Vessel Obstruction Based on Machine Learning I Isgum, M Zreik, T Leiner US Patent App. 16/508,996, 2019 | 18 | 2019 |
| Direct prediction of cardiovascular mortality from low-dose chest CT using deep learning SGM van Velzen, M Zreik, N Lessmann, MA Viergever, PA de Jong, ... Medical Imaging 2019: Image Processing 10949, 109490X, 2019 | 17 | 2019 |
| Generative adversarial network for segmentation of motion affected neonatal brain MRI N Khalili, E Turk, M Zreik, MA Viergever, M Benders, I Išgum International Conference on Medical Image Computing and Computer-Assisted …, 2019 | 12 | 2019 |
| Method and System for Assessing Vessel Obstruction Based on Machine Learning I Isgum, M Zreik, T Leiner US Patent App. 16/241,165, 2019 | 10 | 2019 |
| Improving myocardium segmentation in cardiac CT angiography using spectral information S Bruns, JM Wolterink, RW van Hamersvelt, M Zreik, T Leiner, I Išgum Medical Imaging 2019: Image Processing 10949, 109492M, 2019 | 10 | 2019 |
| Method and system for assessing vessel obstruction based on machine learning I Isgum, M Zreik, T Leiner US Patent App. 10/176,575, 2019 | 10* | 2019 |
| Combined analysis of coronary arteries and the left ventricular myocardium in cardiac CT angiography for detection of patients with functionally significant stenosis M Zreik, N Hampe, T Leiner, N Khalili, JM Wolterink, M Voskuil, ... Medical Imaging 2021: Image Processing 11596, 115961F, 2021 | 8 | 2021 |
| Method and System for Assessing Vessel Obstruction Based on Machine Learning I Isgum, M Zreik, JP Aben US Patent App. 16/911,323, 2020 | 6 | 2020 |
| Method and system for assessing vessel obstruction based on machine learning I Isgum, M Zreik, T Leiner, JP Aben US Patent App. 17/317,746, 2021 | 5 | 2021 |
| Footprints of cardiac mechanical activity as expressed in lung Doppler signals Y Palti, R Schatzberger, M Zreik, E Solter, I Kronzon Echocardiography 32 (3), 407-410, 2015 | 5 | 2015 |
| The application of a real-time rapid-prototyping environment for the behavioral rehabilitation of a lost brain function in rats R Prückl, E Grünbacher, R Ortner, AH Taub, R Hogri, A Magal, E Segalis, ... 2011 IEEE Symposium on Computational Intelligence, Cognitive Algorithms …, 2011 | 4 | 2011 |
| Vertebra partitioning with thin-plate spline surfaces steered by a convolutional neural network N Lessmann, JM Wolterink, M Zreik, MA Viergever, B van Ginneken, ... arXiv preprint arXiv:1907.10978, 2019 | 2 | 2019 |
Ivana IsgumUniversity Professor of AI and Medical Imaging, Amsterdam University Medical CenterVerified email at amsterdamumc.nl
