Nikolas Lessmann
Nikolas Lessmann
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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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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