Nikolas Lessmann
Nikolas Lessmann
Radboud University Medical Center Nijmegen
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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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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