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Training Deep Networks on Domain Randomized Synthetic X-ray Data for Cardiac Interventions.

D. Toth, S. Cimen, P. Ceccaldi, T. Kurzendorfer, K. Rhode, and P. Mountney. MIDL, volume 102 of Proceedings of Machine Learning Research, page 468-482. PMLR, (2019)

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Dr. Tanja Blascheck University of Stuttgart

Dr. Tanja Jovanovic University of Stuttgart

Tanja Soldo University of Stuttgart

Tanja Matzerath University of Stuttgart

Tanja Walther University of Stuttgart

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LV function validation of computer-assisted interventional system for cardiac resyncronisation therapy.M. Panayiotou, R. Housden, A. Ishak, A. Brost, C. Rinaldi, B. Sieniewicz, J. Behar, T. Kurzendorfer, and K. Rhode. Int. J. Comput. Assist. Radiol. Surg., 13 (6): 777-786 (2018)Multiple Device Segmentation for Fluoroscopic Imaging Using Multi-task Learning.K. Breininger, T. Würfl, T. Kurzendorfer, S. Albarqouni, M. Pfister, M. Kowarschik, N. Navab, and A. Maier. CVII-STENT/LABELS@MICCAI, volume 11043 of Lecture Notes in Computer Science, page 19-27. Springer, (2018)Intraoperative stent segmentation in X-ray fluoroscopy for endovascular aortic repair.K. Breininger, S. Albarqouni, T. Kurzendorfer, M. Pfister, M. Kowarschik, and A. Maier. Int. J. Comput. Assist. Radiol. Surg., 13 (8): 1221-1231 (2018)Image Data Analysis for Quantifying Scar Transmurality in MRI phantoms for Cardiac Resynchronisation Therapy.R. Karim, M. Panayiotou, O. Chowdhury, R. Housden, S. Hummady, D. Toth, T. Kurzendorfer, P. Mountney, and K. Rhode. EMBC, page 1111-1114. IEEE, (2018)Cryo-Balloon Catheter Localization Based on a Support-Vector-Machine Approach.T. Kurzendorfer, P. Mewes, A. Maier, N. Strobel, and A. Brost. IEEE Trans. Med. Imaging, 35 (8): 1892-1902 (2016)Fully automatic segmentation of left ventricular anatomy in 3-D LGE-MRI.T. Kurzendorfer, C. Forman, M. Schmidt, C. Tillmanns, A. Maier, and A. Brost. Comp. Med. Imag. and Graph., (2017)Real-time motion-adjusted augmented fluoroscopy system for navigation during electrophysiology procedures.A. Kiraly, J. Barbot, W. Wu, T. Chen, A. Brost, M. Koch, C. Jakob, T. Kurzendorfer, and N. Strobel. Medical Imaging: Image-Guided Procedures, volume 8316 of SPIE Proceedings, page 831626. SPIE, (2012)Mechanical Activation Computation from Fluoroscopy for Guided Cardiac Resynchronization Therapy.E. Thomas, D. Toth, T. Kurzendorfer, K. Rhode, and P. Mountney. EMBC, page 592-595. IEEE, (2018)Random Forest Based Left Ventricle Segmentation in LGE-MRI.T. Kurzendorfer, C. Forman, A. Brost, and A. Maier. FIMH, volume 10263 of Lecture Notes in Computer Science, page 152-160. Springer, (2017)Workflow Phase Detection in Fluoroscopic Images Using Convolutional Neural Networks.N. Arbogast, T. Kurzendorfer, K. Breininger, P. Mountney, D. Toth, S. Narayan, and A. Maier. Bildverarbeitung für die Medizin, page 191-196. Springer Vieweg, (2019)