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Nikolas Lessmann
Nikolas Lessmann
Stryker
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Year
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
1762018
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
1622018
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
1482019
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
127*2021
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
1022020
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
77*2021
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
752019
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
702019
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
502016
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
362018
Learn2Reg: comprehensive multi-task medical image registration challenge, dataset and evaluation in the era of deep learning
A Hering, L Hansen, TCW Mok, A Chung, H Siebert, S Häger, A Lange, ...
arXiv preprint arXiv:2112.04489, 2021
272021
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
252018
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
202021
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
202017
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
192018
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
18*2021
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
142019
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
132020
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, 240-245, 2019
132019
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
122019
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