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Iterative fully convolutional neural networks for automatic vertebra segmentation and identification
Lessmann, Nikolas, van Ginneken, Bram, de Jong, Pim A., Išgum, Ivana
Published in Medical image analysis (01.04.2019)
Published in Medical image analysis (01.04.2019)
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Journal Article
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
Published in Radiology (01.04.2020)
Published in Radiology (01.04.2020)
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Journal Article
Automated Assessment of COVID-19 Reporting and Data System and Chest CT Severity Scores in Patients Suspected of Having COVID-19 Using Artificial Intelligence
Lessmann, Nikolas, Sánchez, Clara I., Beenen, Ludo, Boulogne, Luuk H., Brink, Monique, Calli, Erdi, Charbonnier, Jean-Paul, Dofferhoff, Ton, van Everdingen, Wouter M., Gerke, Paul K., Geurts, Bram, Gietema, Hester A., Groeneveld, Miriam, van Harten, Louis, Hendrix, Nils, Hendrix, Ward, Huisman, Henkjan J., Išgum, Ivana, Jacobs, Colin, Kluge, Ruben, Kok, Michel, Krdzalic, Jasenko, Lassen-Schmidt, Bianca, van Leeuwen, Kicky, Meakin, James, Overkamp, Mike, van Rees Vellinga, Tjalco, van Rikxoort, Eva M., Samperna, Riccardo, Schaefer-Prokop, Cornelia, Schalekamp, Steven, Scholten, Ernst Th, Sital, Cheryl, Stöger, J. Lauran, Teuwen, Jonas, Venkadesh, Kiran Vaidhya, de Vente, Coen, Vermaat, Marieke, Xie, Weiyi, de Wilde, Bram, Prokop, Mathias, van Ginneken, Bram
Published in Radiology (01.01.2021)
Published in Radiology (01.01.2021)
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Journal Article
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.
Published in Scientific reports (23.09.2021)
Published in Scientific reports (23.09.2021)
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Journal Article
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.
Published in European journal of nutrition (01.04.2021)
Published in European journal of nutrition (01.04.2021)
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Journal Article
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
Published in PloS one (20.12.2018)
Published in PloS one (20.12.2018)
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Journal Article
Improving assessment of lesions in longitudinal CT scans: a bi-institutional reader study on an AI-assisted registration and volumetric segmentation workflow
Hering, Alessa, Westphal, Max, Gerken, Annika, Almansour, Haidara, Maurer, Michael, Geisler, Benjamin, Kohlbrandt, Temke, Eigentler, Thomas, Amaral, Teresa, Lessmann, Nikolas, Gatidis, Sergios, Hahn, Horst, Nikolaou, Konstantin, Othman, Ahmed, Moltz, Jan, Peisen, Felix
Published in International journal for computer assisted radiology and surgery (01.09.2024)
Published in International journal for computer assisted radiology and surgery (01.09.2024)
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Journal Article
Lumbar spine segmentation in MR images: a dataset and a public benchmark
van der Graaf, Jasper W., van Hooff, Miranda L., Buckens, Constantinus F. M., Rutten, Matthieu, van Susante, Job L. C., Kroeze, Robert Jan, de Kleuver, Marinus, van Ginneken, Bram, Lessmann, Nikolas
Published in Scientific data (02.03.2024)
Published in Scientific data (02.03.2024)
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Journal Article
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.
Published in The European respiratory journal (01.04.2017)
Published in The European respiratory journal (01.04.2017)
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Journal Article
Learning coronary artery calcium scoring in coronary CTA from non-contrast CT using unsupervised domain adaptation
Zhai, Zhiwei, van Velzen, Sanne G. M., Lessmann, Nikolas, Planken, Nils, Leiner, Tim, Išgum, Ivana
Published in Frontiers in cardiovascular medicine (12.09.2022)
Published in Frontiers in cardiovascular medicine (12.09.2022)
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Journal Article
Bragatston study protocol: a multicentre cohort study on automated quantification of cardiovascular calcifications on radiotherapy planning CT scans for cardiovascular risk prediction in patients with breast cancer
Emaus, Marleen J, Išgum, Ivana, van Velzen, Sanne G M, van den Bongard, H J G Desirée, Gernaat, Sofie A M, Lessmann, Nikolas, Sattler, Margriet G A, Teske, Arco J, Penninkhof, Joan, Meijer, Hanneke, Pignol, Jean-Philippe, Verkooijen, Helena M, Bijlsma, R M, A blezer, E L, Bots, M L, Bretveld, H J, Hooning, M J, Incrocci, L, De jong, P A, Leiner, T, Van tol-geerdink, J J, Vaartjes, I, Veldhuis, W B, Verloop, J, Viergever, M A, J visseren, F L, Wessels, H
Published in BMJ open (27.07.2019)
Published in BMJ open (27.07.2019)
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Journal Article
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
Published in International journal of cardiology. Heart & vasculature (01.02.2020)
Published in International journal of cardiology. Heart & vasculature (01.02.2020)
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Journal Article
Multifocal cardiovascular calcification in patients with established cardiovascular disease; prevalence, risk factors, and relation with recurrent cardiovascular disease
van 't Klooster, Cilie C., Nathoe, Hendrik M., Hjortnaes, J., Bots, Michiel L., Isgum, Ivana, Lessmann, Nikolas, van der Graaf, Yolanda, Leiner, Tim, Visseren, Frank L.J.
Published in International journal of cardiology. Heart & vasculature (01.04.2020)
Published in International journal of cardiology. Heart & vasculature (01.04.2020)
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Journal Article
CNN-based lung CT registration with multiple anatomical constraints
Hering, Alessa, Häger, Stephanie, Moltz, Jan, Lessmann, Nikolas, Heldmann, Stefan, van Ginneken, Bram
Published in Medical image analysis (01.08.2021)
Published in Medical image analysis (01.08.2021)
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Journal Article
Automatic Calcium Scoring in Low-Dose Chest CT Using Deep Neural Networks With Dilated Convolutions
Lessmann, Nikolas, van Ginneken, Bram, Zreik, Majd, de Jong, Pim A., de Vos, Bob D., Viergever, Max A., Isgum, Ivana
Published in IEEE transactions on medical imaging (01.02.2018)
Published in IEEE transactions on medical imaging (01.02.2018)
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Journal Article
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
Published in IEEE transactions on medical imaging (01.09.2019)
Published in IEEE transactions on medical imaging (01.09.2019)
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Journal Article
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
Published in Medical image analysis (01.02.2018)
Published in Medical image analysis (01.02.2018)
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Journal Article