Nikolas Lessmann
Nikolas Lessmann
Radboud University Medical Center Nijmegen
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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
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
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
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
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
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
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
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
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
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
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
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
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
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 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
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
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
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, 102139, 2021
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