Seung Su Yoon

2023

Journal Articles

• Yoon SS., Fischer C., Amsel D., Monzon M., Toupin S., Pezel T., Garot J., Wetzl J., Maier A., Giese D., Giese D.:
  Fully automated AI-based cardiac motion parameter extraction – application to mitral and tricuspid valves on long-axis cine MR images
  In: European Journal of Radiology 166 (2023), Article No.: 110978
  ISSN: 0720-048X
  DOI: 10.1016/j.ejrad.2023.110978
  BibTeX: Download
• Yoon SS., Preuhs E., Schmidt M., Forman C., Chitiboi T., Sharma P., Fernandes JL., Tillmanns C., Wetzl J., Maier A.:
  Automated Cardiac Resting Phase Detection Targeted on the Right Coronary Artery
  In: Journal Machine Learning for Biomedical Imaging (2023)
  ISSN: 2766-905X
  DOI: 10.59275/j.melba.2023-afe2
  BibTeX: Download

Conference Contributions

• Haenel A., Wetzl J., Yoon SS., Schmidt M., Weißgerber AB., Barkhausen J., Frydrychowicz A.:
  Analysis of an AI-based prototype for user-independent automated cardiac MRI (CMR) scanning
  European Congress of Radiology (Vienna, March 1, 2023 - March 5, 2023)
  BibTeX: Download
• Wetzl J., Yoon SS., Schmidt M., Haenel A., Weißgerber AB., Barkhausen J., Frydrychowicz A.:
  AI-based Single-Click Cardiac MRI Exam: Initial Clinical Experience and Evaluation in 44 Patients
  ISMRM & ISMRT Annual Meeting & Exhibition (Toronto, June 3, 2023 - June 8, 2023)
  BibTeX: Download

2022

Journal Articles

• Ogawa R., Kido T., Shiraishi Y., Yagi Y., Yoon SS., Wetzl J., Schmidt M., Kido T.:
  Neural network-based fully automated cardiac resting phase detection algorithm compared with manual detection in patients
  In: Acta Radiologica Open 11 (2022)
  ISSN: 2047-9816
  DOI: 10.1177/20584601221137772
  BibTeX: Download

Conference Contributions

• Yoon SS., Schmidt M., Rick M., Chitiboi T., Sharma P., Emrich T., Tillmanns C., Seitz A., Mahrholdt H., Toupin S., Pezel T., Garot J., Wetzl J., Maier A.:
  Automated Time Adjusted Myocardial Inversion Time Selection for Late Gadolinium Enhancement Imaging – Validation and Application on Patient Datasets
  Joint Annual Meeting ISMRM-ESMRMB & ISMRT 31st Annual Meeting (London, May 7, 2022 - May 12, 2022)
  BibTeX: Download
• Amsel D., Yoon SS., Wetzl J., Maier A.:
  Diffeomorphic Image Registration for CINE Cardio MR images using deep learning
  Joint Annual Meeting ISMRM-ESMRMB & ISMRT 31st Annual Meeting (London, May 7, 2022 - May 12, 2022)
  BibTeX: Download
• Yoon SS., Gadjimuradov F., Schmidt M., Wetzl J., Maier A.:
  Fully automated Machine Learning-based selection of optimal bSSFP frequency offset for artifact reduction in cardiac MRI
  Artificial Intelligence in Cardiovascular Magnetic Resonance Imaging - A Joint Summit of the EACVI and SCMR (London, May 5, 2022 - May 6, 2022)
  DOI: 10.1093/ehjci/jeac141.016
  BibTeX: Download
• Yoon SS., Fischer C., Toupin S., Pezel T., Garot J., Wetzl J., Maier A., Giese D.:
  Fully automatic AI-based extraction of mitral valve motion parameters on long axis CINE images – validation and application on N=2000 patient datasets
  Society for Cardiovascular Magnetic Resonance 25th Annual Scientific Sessions (Fort Lauderdale, February 2, 2022 - February 5, 2022)
  BibTeX: Download
• Yoon SS., Fischer C., Toupin S., Pezel T., Garot J., Wetzl J., Maier A., Giese D.:
  Fully automatic AI-based valve motion parameter extraction on long axis CINE images – application on N=11000 patient datasets
  Artificial Intelligence in Cardiovascular Magnetic Resonance Imaging - A Joint Summit of the EACVI and SCMR (London, May 5, 2022 - May 6, 2022)
  DOI: 10.1093/ehjci/jeac141.020
  BibTeX: Download

2021

Journal Articles

• Hoppe E., Wetzl J., Yoon SS., Bacher M., Roser P., Stimpel B., Preuhs A., Maier A.:
  Deep learning-based ECG-free Cardiac Navigation for Multi-Dimensional and Motion-Resolved Continuous Magnetic Resonance Imaging
  In: IEEE Transactions on Medical Imaging (2021)
  ISSN: 0278-0062
  DOI: 10.1109/tmi.2021.3073091
  BibTeX: Download

Conference Contributions

• Yoon SS., Schmidt M., Rick M., Chitiboi T., Sharma P., Emrich T., Tillmanns C., Wetzl J., Maier A.:
  A Deep-Learning-based Automated Myocardial Inversion Time Selection for Late Gadolinium Enhancement Imaging
  Society for Cardiovascular Magnetic Resonance (Virtual, February 17, 2021 - February 20, 2021)
  BibTeX: Download
• Monzon M., Yoon SS., Fischer C., Maier A., Wetzl J., Giese D.:
  Fully automatic extraction of mitral valve annulus motion parameters on long axis CINE CMR using deep learning
  International Society for Magnetic Resonance in Medicine (ISMRM) 29th Annual Meeting & Exhibition (Virtual, May 15, 2021 - May 20, 2021)
  URL: https://index.mirasmart.com/ISMRM2021/PDFfiles/2664.html
  BibTeX: Download
• Yoon SS., Schmidt M., Rick M., Chitiboi T., Sharma P., Emrich T., Tillmanns C., Waßmuth R., Wetzl J., Maier A.:
  Validation of a Deep Learning based Automated Myocardial Inversion Time Selection for Late Gadolinium Enhancement Imaging in a Prospective Study
  International Society for Magnetic Resonance in Medicine (ISMRM) 29th Annual Meeting & Exhibition (Virtual, May 15, 2021 - May 20, 2021)
  URL: https://index.mirasmart.com/ISMRM2021/PDFfiles/0452.html
  BibTeX: Download

2020

Conference Contributions

• Gadjimuradov F., Yoon SS., Benkert T., Nickel MD., Engelhard K., Maier A.:
  Deep Learning-based Partial Fourier Reconstruction for Improved Prostate DWI
  International Society for Magnetic Resonance in Medicine (ISMRM) 28th Annual Meeting & Exhibition (Paris, August 8, 2020 - August 14, 2020)
  URL: https://index.mirasmart.com/ISMRM2020/PDFfiles/4351.html
  BibTeX: Download
• Hoppe E., Wetzl J., Yoon SS., Schneider M., Stimpel B., Preuhs A., Maier A.:
  DeepECG: Towards 3-D Continuous Cardiac MRI without ECG-Gating - Deep Learning based R-Wave Classification for Automated Cardiac Phase Binning
  International Society for Magnetic Resonance in Medicine (ISMRM) 28th Annual Meeting & Exhibition (Sydney, April 18, 2020 - April 23, 2020)
  BibTeX: Download
• Yoon SS., Hoppe E., Schmidt M., Forman C., Chitiboi T., Sharma P., Tillmanns C., Maier A., Wetzl J.:
  A Robust Deep-Learning-based Automated Cardiac Resting Phase Detection: Validation in a Prospective Study
  International Society for Magnetic Resonance in Medicine (ISMRM) 28th Annual Meeting & Exhibition (Sydney, April 18, 2020 - April 23, 2020)
  BibTeX: Download
• Yoon SS., Schmidt M., Wintersperger BJ., Chitiboi T., Sharma P., Tillmanns C., Maier A., Wetzl J.:
  Automated Deep-Learning-based Inversion Time Selection for Cardiac Late Gadolinium Enhancement Imaging
  International Society for Magnetic Resonance in Medicine (ISMRM) 28th Annual Meeting & Exhibition (Sydney, April 18, 2020 - April 23, 2020)
  BibTeX: Download

2019

Conference Contributions

• Yoon SS., Hoppe E., Schmidt M., Forman C., Sharma P., Tillmanns C., Maier A., Wetzl J.:
  Automatic Cardiac Resting Phase Detection for Static Cardiac Imaging Using Deep Neural Networks
  Joint Annual Meeting ISMRM-ESMRMB (27th Annual Meeting & Exhibition (Montreal, May 11, 2019 - May 16, 2019)
  In: Proceedings of the Joint Annual Meeting ISMRM-ESMRMB (27th Annual Meeting & Exhibition) 2019
  URL: https://index.mirasmart.com/ISMRM2019/PDFfiles/2131.html
  BibTeX: Download