Generative Adversarial Networks for Noise Reduction in Low-Dose CT
Wolterink, Jelmer M., Leiner, Tim, Viergever, Max A., Isgum, Ivana
Published in IEEE transactions on medical imaging (01.12.2017)
Published in IEEE transactions on medical imaging (01.12.2017)
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Journal Article
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
A deep learning framework for unsupervised affine and deformable image registration
de Vos, Bob D., Berendsen, Floris F., Viergever, Max A., Sokooti, Hessam, Staring, Marius, Išgum, Ivana
Published in Medical image analysis (01.02.2019)
Published in Medical image analysis (01.02.2019)
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Journal Article
State-of-the-Art Deep Learning in Cardiovascular Image Analysis
Litjens, Geert, Ciompi, Francesco, Wolterink, Jelmer M., de Vos, Bob D., Leiner, Tim, Teuwen, Jonas, Išgum, Ivana
Published in JACC. Cardiovascular imaging (01.08.2019)
Published in JACC. Cardiovascular imaging (01.08.2019)
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Journal Article
Machine learning in cardiovascular magnetic resonance: basic concepts and applications
Leiner, Tim, Rueckert, Daniel, Suinesiaputra, Avan, Baeßler, Bettina, Nezafat, Reza, Išgum, Ivana, Young, Alistair A
Published in Journal of cardiovascular magnetic resonance (07.10.2019)
Published in Journal of cardiovascular magnetic resonance (07.10.2019)
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Journal Article
Deep learning analysis of left ventricular myocardium in CT angiographic intermediate-degree coronary stenosis improves the diagnostic accuracy for identification of functionally significant stenosis
van Hamersvelt, Robbert W., Zreik, Majd, Voskuil, Michiel, Viergever, Max A., Išgum, Ivana, Leiner, Tim
Published in European radiology (01.05.2019)
Published in European radiology (01.05.2019)
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Journal Article
Automatic coronary artery calcium scoring in cardiac CT angiography using paired convolutional neural networks
Wolterink, Jelmer M., Leiner, Tim, de Vos, Bob D., van Hamersvelt, Robbert W., Viergever, Max A., Išgum, Ivana
Published in Medical image analysis (01.12.2016)
Published in Medical image analysis (01.12.2016)
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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
Position paper of the EACVI and EANM on artificial intelligence applications in multimodality cardiovascular imaging using SPECT/CT, PET/CT, and cardiac CT
Slart, Riemer H. J. A., Williams, Michelle C., Juarez-Orozco, Luis Eduardo, Rischpler, Christoph, Dweck, Marc R., Glaudemans, Andor W. J. M., Gimelli, Alessia, Georgoulias, Panagiotis, Gheysens, Olivier, Gaemperli, Oliver, Habib, Gilbert, Hustinx, Roland, Cosyns, Bernard, Verberne, Hein J., Hyafil, Fabien, Erba, Paola A., Lubberink, Mark, Slomka, Piotr, Išgum, Ivana, Visvikis, Dimitris, Kolossváry, Márton, Saraste, Antti
Published in European journal of nuclear medicine and molecular imaging (01.05.2021)
Published in European journal of nuclear medicine and molecular imaging (01.05.2021)
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Journal Article
Web Resource
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
Robust deformable image registration using cycle-consistent implicit representations
Van Harten, Louis D., Stoker, Jaap, Isgum, Ivana
Published in IEEE transactions on medical imaging (01.02.2024)
Published in IEEE transactions on medical imaging (01.02.2024)
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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
MR-Only Brain Radiation Therapy: Dosimetric Evaluation of Synthetic CTs Generated by a Dilated Convolutional Neural Network
Dinkla, Anna M., Wolterink, Jelmer M., Maspero, Matteo, Savenije, Mark H.F., Verhoeff, Joost J.C., Seravalli, Enrica, Išgum, Ivana, Seevinck, Peter R., van den Berg, Cornelis A.T.
Published in International journal of radiation oncology, biology, physics (15.11.2018)
Published in International journal of radiation oncology, biology, physics (15.11.2018)
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Journal Article
Generative Adversarial Networks: A Primer for Radiologists
Wolterink, Jelmer M, Mukhopadhyay, Anirban, Leiner, Tim, Vogl, Thomas J, Bucher, Andreas M, Išgum, Ivana
Published in Radiographics (01.05.2021)
Published in Radiographics (01.05.2021)
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Journal Article
Deep Learning-Based Regression and Classification for Automatic Landmark Localization in Medical Images
Noothout, Julia M. H., De Vos, Bob D., Wolterink, Jelmer M., Postma, Elbrich M., Smeets, Paul A. M., Takx, Richard A. P., Leiner, Tim, Viergever, Max A., Isgum, Ivana
Published in IEEE transactions on medical imaging (01.12.2020)
Published in IEEE transactions on medical imaging (01.12.2020)
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Journal Article