Publications
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Combining pulmonary and cardiac computed tomography biomarkers for disease-specific risk modelling in lung cancer screening
Schreuder, Anton, Jacobs, Colin, Lessmann, Nikolas, Broeders, Mireille J.M., Silva, Mario, Išgum, Ivana, de Jong, Pim A., Sverzellati, Nicola, Prokop, Mathias, Pastorino, Ugo, Schaefer-Prokop, Cornelia M., van Ginneken, Bram
Sep
2021
in
European Respiratory Journal
58
(3),
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High levels of osteoprotegerin are associated with coronary artery calcification in patients suspected of a chronic coronary syndrome
Dekker, Mirthe, Waissi, Farahnaz, Silvis, Max J.M., Bennekom, Joelle V., Schoneveld, Arjan H., de Winter, Robbert J., Isgum, Ivana, Lessmann, Nikolas, Velthuis, Birgitta K., Pasterkamp, Gerard, Mosterd, Arend, Timmers, Leo, de Kleijn, Dominique P.V.
Sep
2021
in
Scientific Reports
11
(1),
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Identification of Risk of Cardiovascular Disease by Automatic Quantification of Coronary Artery Calcifications on Radiotherapy Planning CT Scans in Patients with Breast Cancer
Gal, Roxanne, Van Velzen, Sanne G.M., Hooning, Maartje J., Emaus, Marleen J., Van Der Leij, Femke, Gregorowitsch, Madelijn L., Blezer, Erwin L.A., Gernaat, Sofie A.M., Lessmann, Nikolas, Sattler, Margriet G.A., Leiner, Tim, De Jong, Pim A., Teske, Arco J., Verloop, Janneke, Penninkhof, Joan J., Vaartjes, Ilonca, Meijer, Hanneke, Van Tol-Geerdink, Julia J., Pignol, Jean Philippe, Van Den Bongard, Desirée H.J.G., Išgum, Ivana, Verkooijen, Helena M.
Jul
2021
in
JAMA Oncol
7
(7),
p. 1024-1032
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Six months vitamin K treatment does not affect systemic arterial calcification or bone mineral density in diabetes mellitus 2
Bartstra, Jonas W., Draaisma, Fieke, Zwakenberg, Sabine R., Lessmann, Nikolas, Wolterink, Jelmer M., van der Schouw, Yvonne T., de Jong, Pim A., Beulens, Joline W. J.
Apr
2021
in
European Journal of Nutrition
60
(3),
p. 1691-1699
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The Association Between Marital Status, Coronary Computed Tomography Imaging Biomarkers, and Mortality in a Lung Cancer Screening Population
Celeng, Csilla, Takx, Richard A P, Lessmann, Nikolas, Maurovich-Horvat, Pál, Leiner, Tim, Išgum, Ivana, de Jong, Pim A
May
2020
in
Journal of thoracic imaging
35
(3),
p. 204-209
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Deep learning for automatic calcium scoring in CT: Validation using multiple cardiac CT and chest CT protocols
van Velzen, Sanne G.M., Lessmann, Nikolas, Velthuis, Birgitta K., Bank, Ingrid E.M., van den Bongard, Desiree H.J.G., Leiner, Tim, de Jong, Pim A., Veldhuis, Wouter B., Correa, Adolfo, Terry, James G., Carr, John Jeffrey, Viergever, Max A., Verkooijen, Helena M., Išgum, Ivana
Apr
2020
in
Radiology
295
(1),
p. 66-79
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Automated calcium scores collected during myocardial perfusion imaging improve identification of obstructive coronary artery disease
Dekker, Mirthe, Waissi, Farahnaz, Bank, Ingrid E.M., Lessmann, Nikolas, Išgum, Ivana, Velthuis, Birgitta K., Scholtens, Asbjørn M., Leenders, Geert E., Pasterkamp, Gerard, de Kleijn, Dominique P.V., Timmers, Leo, Mosterd, Arend
Feb
2020
in
IJC Heart and Vasculature
26
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Sex Differences in Coronary Artery and Thoracic Aorta Calcification and Their Association With Cardiovascular Mortality in Heavy Smokers
Lessmann, Nikolas, de Jong, Pim A, Celeng, Csilla, Takx, Richard A P, Viergever, Max A, van Ginneken, Bram, Išgum, Ivana
Sep
2019
in
JACC. Cardiovascular imaging
12
(9),
p. 1808-1817
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Direct Automatic Coronary Calcium Scoring in Cardiac and Chest CT
de Vos, Bob D., Wolterink, Jelmer M., Leiner, Tim, de Jong, Pim A., Lessmann, Nikolas, Isgum, Ivana
Sep
2019
in
IEEE Transactions on Medical Imaging
38
(9),
p. 2127-2138
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Automatic brain tissue segmentation in fetal MRI using convolutional neural networks
Khalili, N., Lessmann, N., Turk, E., Claessens, N., de Heus, R., Kolk, T., Viergever, M. A., Benders, M. J. N. L., Isgum, I.
Dec
2019
in
Magnetic Resonance Imaging
64
p. 77-89
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Direct prediction of cardiovascular mortality from low-dose chest CT using deep learning
Van Velzen, Sanne G.M., Zreik, Majd, Lessmann, Nikolas, Viergever, Max A., De Jong, Pim A., Verkooijen, Helena M., Išgum, Ivana
jan
2019 in Direct prediction of cardiovascular mortality from low-dose chest CT using deep learning: Medical Imaging 2019 p. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10949)
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Automatic quantification of calcifications in the coronary arteries and thoracic aorta on radiotherapy planning CT scans of Western and Asian breast cancer patients
Gernaat, Sofie A M, van Velzen, Sanne G M, Koh, Vicky, Emaus, Marleen J, Išgum, Ivana, Lessmann, Nikolas, Moes, Shinta, Jacobson, Anouk, Tan, Poey W, Grobbee, Diederick E, van den Bongard, Desiree H J, Tang, Johann I, Verkooijen, Helena M
Jun
2018
in
Radiotherapy & Oncology
127
(3),
p. 487-492
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Automatic calcium scoring in low-dose chest CT using deep neural networks with dilated convolutions
Lessmann, Nikolas, van Ginneken, Bram, Zreik, M, de Jong, Pim A., de Vos, Bob D., Viergever, Max A., Isgum, Ivana
Feb
2018
in
IEEE Transactions on Medical Imaging
37
(2),
p. 615-625
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Deep learning analysis of the myocardium in coronary CT angiography for identification of patients with functionally significant coronary artery stenosis
Zreik, Majd, Lessmann, Nikolas, van Hamersvelt, Robbert W., Wolterink, Jelmer M., Voskuil, Michiel, Viergever, Max A., Leiner, Tim, Išgum, Ivana
Feb
2018
in
Medical Image Analysis
44
p. 72-85
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Coronary calcium scoring with partial volume correction in anthropomorphic thorax phantom and screening chest CT images
Šprem, Jurica, De Vos, Bob D., Lessmann, Nikolas, Van Hamersvelt, Robbert W., Greuter, Marcel J.W., De Jong, Pim A., Leiner, Tim, Viergever, Max A., Išgum, Ivana
Dec
2018
in
PLoS ONE [E]
13
(12),
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Impact of automatically detected motion artifacts on coronary calcium scoring in chest computed tomography
Šprem, Jurica, De Vos, Bob D., Lessmann, Nikolas, De Jong, Pim A., Viergever, Max A., Išgum, Ivana
Oct
2018
in
Journal of Medical Imaging
5
(4),
p. 044007
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Computed tomographic findings in subjects who died from respiratory disease in the National Lung Screening Trial
Pompe, Esther, de Jong, Pim A, Lynch, David A, Lessmann, Nikolas, Išgum, Ivana, van Ginneken, Bram, Lammers, Jan-Willem J, Mohamed Hoesein, Firdaus A A
Apr
2017
in
European Respiratory Journal
49
(4),
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Deep convolutional neural networks for automatic coronary calcium scoring in a screening study with low-dose chest CT
Lessmann, Nikolas, Išgum, Ivana, Setio, Arnaud A A, De Vos, Bob D., Ciompi, Francesco, De Jong, Pim A., Oudkerk, Matthijs, Mali, Willem P Th M, Viergever, Max A., Van Ginneken, Bram
2016 in Deep convolutional neural networks for automatic coronary calcium scoring in a screening study with low-dose chest CT: Medical Imaging 2016: Computer-Aided Diagnosis p. (Proceedings of SPIE; vol. 9785 )