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Cardiac MR Motion Artefact Correction from K-space Using Deep Learning-Based Reconstruction.

I. Öksüz, J. Clough, A. Bustin, G. Cruz, C. Prieto, R. Botnar, D. Rueckert, J. Schnabel, and A. King. MLMIR@MICCAI, volume 11074 of Lecture Notes in Computer Science, page 21-29. Springer, (2018)

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Moritz René Schäfer University of Stuttgart

Dr. -Ing. Rene Laufer University of Stuttgart

Rene Rehwagen University of Stuttgart

Univ. -Prof. Dr. Rene Peters University of Stuttgart

Rene Cutura University of Stuttgart

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Dual-phase whole-heart imaging using image navigation in congenital heart disease.D. Moyé, T. Hussain, R. Botnar, A. Tandon, G. Greil, A. Dyer, and M. Henningsson. BMC Medical Imaging, 18 (1): 36:1-36:11 (2018)Advanced Respiratory Motion Compensation for Coronary MR Angiography.M. Henningsson, and R. Botnar. Sensors, 13 (6): 6882-6899 (2013)Cardiac MR Motion Artefact Correction from K-space Using Deep Learning-Based Reconstruction.I. Öksüz, J. Clough, A. Bustin, G. Cruz, C. Prieto, R. Botnar, D. Rueckert, J. Schnabel, and A. King. MLMIR@MICCAI, volume 11074 of Lecture Notes in Computer Science, page 21-29. Springer, (2018)An Integrated Software Application for Non-invasive Assessment of Local Aortic Haemodynamic Parameters.M. Florkow, J. Harana, A. van Engelen, T. Schneider, I. Rafiq, H. de Bliek, J. Alastruey, and R. Botnar. MIUA, volume 90 of Procedia Computer Science, page 2-8. Elsevier, (2016)Automatic CNN-based detection of cardiac MR motion artefacts using k-space data augmentation and curriculum learning.I. Öksüz, B. Ruijsink, E. Puyol-Antón, J. Clough, G. Cruz, A. Bustin, C. Prieto, R. Botnar, D. Rueckert, J. Schnabel and 1 other author(s). CoRR, (2018)Magnetic Resonance Fingerprinting using Recurrent Neural Networks.I. Öksüz, G. Cruz, J. Clough, A. Bustin, N. Fuin, R. Botnar, C. Prieto, A. King, and J. Schnabel. CoRR, (2018)Coronary artery size and origin imaging in children: a comparative study of MRI and trans-thoracic echocardiography.T. Hussain, S. Mathur, S. Peel, I. Valverde, K. Bilska, M. Henningsson, R. Botnar, J. Simpson, and G. Greil. BMC Medical Imaging, (2015)Magnetic Resonance Fingerprinting Using Recurrent Neural Networks.I. Öksüz, G. Cruz, J. Clough, A. Bustin, N. Fuin, R. Botnar, C. Prieto, A. King, and J. Schnabel. ISBI, page 1537-1540. IEEE, (2019)A Self-Normalization Reconstruction Technique for PET Scans Using the Positron Emission Data.A. Salomon, B. Goldschmidt, R. Botnar, F. Kiessling, and V. Schulz. IEEE Trans. Med. Imaging, 31 (12): 2234-2240 (2012)A Digital Preclinical PET/MRI Insert and Initial Results.B. Weissler, P. Gebhardt, P. Dueppenbecker, J. Wehner, D. Schug, C. Lerche, B. Goldschmidt, A. Salomon, I. Verel, E. Heijman and 5 other author(s). IEEE Trans. Med. Imaging, 34 (11): 2258-2270 (2015)