Training Deep Learning Models for 2D Spine X-rays Using Synthetic Images and Annotations Created from 3D CT Volumes

Richin Sukesh, Andreas Fieselmann, Srikrishna Jaganathan, Karthik Shetty, Rainer Kärgel, Florian Kordon, Steffen Kappler, Andreas K. Maier. Training Deep Learning Models for 2D Spine X-rays Using Synthetic Images and Annotations Created from 3D CT Volumes. In Klaus H. Maier-Hein, Thomas M. Deserno, Heinz Handels, Andreas Maier 0001, Christoph Palm, Thomas Tolxdorff, editors, Bildverarbeitung für die Medizin 2022 - Proceedings, German Workshop on Medical Image Computing, Heidelberg, June 26-28, 2022. Informatik Aktuell, pages 63-68, Springer, 2022. [doi]

@inproceedings{SukeshFJSKKKM22,
  title = {Training Deep Learning Models for 2D Spine X-rays Using Synthetic Images and Annotations Created from 3D CT Volumes},
  author = {Richin Sukesh and Andreas Fieselmann and Srikrishna Jaganathan and Karthik Shetty and Rainer Kärgel and Florian Kordon and Steffen Kappler and Andreas K. Maier},
  year = {2022},
  doi = {10.1007/978-3-658-36932-3_13},
  url = {https://doi.org/10.1007/978-3-658-36932-3_13},
  researchr = {https://researchr.org/publication/SukeshFJSKKKM22},
  cites = {0},
  citedby = {0},
  pages = {63-68},
  booktitle = {Bildverarbeitung für die Medizin 2022 - Proceedings, German Workshop on Medical Image Computing, Heidelberg, June 26-28, 2022},
  editor = {Klaus H. Maier-Hein and Thomas M. Deserno and Heinz Handels and Andreas Maier 0001 and Christoph Palm and Thomas Tolxdorff},
  series = {Informatik Aktuell},
  publisher = {Springer},
  isbn = {978-3-658-36932-3},
}