| 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 | 92 | 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 | 92 | 2018 |
| Iterative fully convolutional neural networks for automatic vertebra segmentation and identification N Lessmann, B van Ginneken, PA de Jong, I Išgum Medical Image Analysis 53, 142-155, 2019 | 48 | 2019 |
| Direct automatic coronary calcium scoring in cardiac and chest CT BD de Vos, JM Wolterink, T Leiner, PA de Jong, N Lessmann, I Išgum IEEE transactions on medical imaging 38 (9), 2127-2138, 2019 | 31 | 2019 |
| Deep convolutional neural networks for automatic coronary calcium scoring in a screening study with low-dose chest CT N Lessmann, I Isgum, AAA Setio, BD de Vos, F Ciompi, PA de Jong, ... SPIE Medical Imaging 9785, 978511, 2016 | 30 | 2016 |
| Iterative convolutional neural networks for automatic vertebra identification and segmentation in CT images N Lessmann, B van Ginneken, I Išgum Medical Imaging 2018: Image Processing 10574, 1057408, 2018 | 24 | 2018 |
| Deep Learning for Automatic Calcium Scoring in CT: Validation Using Multiple Cardiac CT and Chest CT Protocols SGM van Velzen, N Lessmann, BK Velthuis, IEM Bank, ... Radiology 295 (1), 66-79, 2020 | 21 | 2020 |
| Automatic brain tissue segmentation in fetal MRI using convolutional neural networks N Khalili, N Lessmann, E Turk, N Claessens, R de Heus, T Kolk, ... Magnetic resonance imaging 64, 77-89, 2019 | 20 | 2019 |
| Automatic quantification of calcifications in the coronary arteries and thoracic aorta on radiotherapy planning CT scans of Western and Asian breast cancer patients SAM Gernaat, SGM van Velzen, V Koh, MJ Emaus, I Išgum, N Lessmann, ... Radiotherapy and Oncology 127 (3), 487-492, 2018 | 13 | 2018 |
| Computed tomographic findings in subjects who died from respiratory disease in the National Lung Screening Trial E Pompe, PA de Jong, DA Lynch, N Lessmann, I Išgum, B van Ginneken, ... European Respiratory Journal 49 (4), 2017 | 11 | 2017 |
| Automated Assessment of COVID-19 Reporting and Data System and Chest CT Severity Scores in Patients Suspected of Having COVID-19 Using Artificial Intelligence N Lessmann, CI Sánchez, L Beenen, LH Boulogne, M Brink, E Calli, ... Radiology 298 (1), E18-E28, 2021 | 9* | 2021 |
| VerSe: A Vertebrae Labelling and Segmentation Benchmark A Sekuboyina, A Bayat, ME Husseini, M Löffler, M Rempfler, J Kukačka, ... arXiv preprint arXiv:2001.09193, 2020 | 9 | 2020 |
| Sex differences in coronary artery and thoracic aorta calcification and their association with cardiovascular mortality in heavy smokers N Lessmann, PA de Jong, C Celeng, RAP Takx, MA Viergever, ... JACC: Cardiovascular Imaging 12 (9), 1808-1817, 2019 | 7 | 2019 |
| Coronary calcium scoring with partial volume correction in anthropomorphic thorax phantom and screening chest CT images J Šprem, BD de Vos, N Lessmann, RW van Hamersvelt, MJW Greuter, ... PLOS ONE 13 (12), e0209318, 2018 | 7 | 2018 |
| 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 | 6 | 2019 |
| Impact of automatically detected motion artifacts on coronary calcium scoring in chest computed tomography J Šprem, BD de Vos, N Lessmann, PA de Jong, MA Viergever, I Išgum Journal of Medical Imaging 5 (4), 044007, 2018 | 5 | 2018 |
| Automated calcium scores collected during myocardial perfusion imaging improve identification of obstructive coronary artery disease M Dekker, F Waissi, IEM Bank, N Lessmann, I Išgum, BK Velthuis, ... IJC Heart & Vasculature 26, 100434, 2020 | 3 | 2020 |
| The Association Between Marital Status, Coronary Computed Tomography Imaging Biomarkers, and Mortality in a Lung Cancer Screening Population C Celeng, RAP Takx, N Lessmann, P Maurovich-Horvat, T Leiner, I Išgum, ... Journal of Thoracic Imaging, 2019 | 3 | 2019 |
| Bragatston study protocol: a multicentre cohort study on automated quantification of cardiovascular calcifications on radiotherapy planning CT scans for cardiovascular risk … MJ Emaus, I Išgum, SGM van Velzen, HJGD van den Bongard, ... BMJ Open 9 (7), e028752, 2019 | 2 | 2019 |
| Feasibility of respiratory motion-compensated stereoscopic X-ray tracking for bronchoscopy N Leßmann, D Drömann, A Schlaefer International Journal of Computer Assisted Radiology and Surgery 9 (2), 199-209, 2014 | 2 | 2014 |
Ivana IsgumUniversity Professor of AI and Medical Imaging, Amsterdam University Medical CenterBestätigte E-Mail-Adresse bei amsterdamumc.nl
