| 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 | 259 | 2019 |
| VerSe: A vertebrae labelling and segmentation benchmark for multi-detector CT images A Sekuboyina, ME Husseini, A Bayat, M Löffler, H Liebl, H Li, G Tetteh, ... Medical Image Analysis, 102166, 2021 | 248* | 2021 |
| 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 | 242 | 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 | 226 | 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 | 188 | 2020 |
| 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 | 170* | 2021 |
| Learn2Reg: comprehensive multi-task medical image registration challenge, dataset and evaluation in the era of deep learning A Hering, L Hansen, TCW Mok, ACS Chung, H Siebert, S Häger, A Lange, ... IEEE Transactions on Medical Imaging, 2022 | 148 | 2022 |
| 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 | 117 | 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 | 116 | 2019 |
| CNN-based lung CT registration with multiple anatomical constraints A Hering, S Häger, J Moltz, N Lessmann, S Heldmann, B van Ginneken Medical Image Analysis 72, 102139, 2021 | 62 | 2021 |
| 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 | 61 | 2016 |
| Identification of risk of cardiovascular disease by automatic quantification of coronary artery calcifications on radiotherapy planning CT scans in patients with breast cancer R Gal, SGM van Velzen, MJ Hooning, MJ Emaus, F van der Leij, ... JAMA oncology 7 (7), 1024-1032, 2021 | 43 | 2021 |
| 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, 39-44, 2018 | 39 | 2018 |
| 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 | 36 | 2018 |
| 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 | 33 | 2018 |
| 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 | 32 | 2019 |
| 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 | 28 | 2017 |
| Six months vitamin K treatment does not affect systemic arterial calcification or bone mineral density in diabetes mellitus 2 JW Bartstra, F Draaisma, SR Zwakenberg, N Lessmann, JM Wolterink, ... European journal of nutrition 60 (3), 1691-1699, 2021 | 26 | 2021 |
| Automated COVID-19 Grading With Convolutional Neural Networks in Computed Tomography Scans: A Systematic Comparison C De Vente, LH Boulogne, KV Venkadesh, C Sital, N Lessmann, ... IEEE Transactions on Artificial Intelligence 3 (2), 129-138, 2021 | 19* | 2021 |
| 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 | 17 | 2020 |
Ivana IsgumUniversity Professor of AI and Medical Imaging, Amsterdam University Medical CenterVerified email at amsterdamumc.nl
