CNN-based Whole Breast Segmentation in Longitudinal High-risk MRI Study - Initial Findings on Quality vs. Quantity of Training Annotations

Ani Ambroladze, Horst K. Hahn, Heba Amer, Michael Ingrisch, Annika Gerken, Markus T. Wenzel, Michael Püsken, Andreas Mittermeier, Christoph Engel, Rita Schmutzler, Eva M. Fallenberg. CNN-based Whole Breast Segmentation in Longitudinal High-risk MRI Study - Initial Findings on Quality vs. Quantity of Training Annotations. In Thomas M. Deserno, Heinz Handels, Andreas Maier, Klaus H. Maier-Hein, Christoph Palm, Thomas Tolxdorff, editors, Bildverarbeitung für die Medizin 2023 - Proceedings, German Workshop on Medical Image Computing, Braunschweig, July 2-4, 2023. Informatik Aktuell, pages 159-164, Springer, 2023. [doi]

@inproceedings{AmbroladzeHAIGW23,
  title = {CNN-based Whole Breast Segmentation in Longitudinal High-risk MRI Study - Initial Findings on Quality vs. Quantity of Training Annotations},
  author = {Ani Ambroladze and Horst K. Hahn and Heba Amer and Michael Ingrisch and Annika Gerken and Markus T. Wenzel and Michael Püsken and Andreas Mittermeier and Christoph Engel and Rita Schmutzler and Eva M. Fallenberg},
  year = {2023},
  doi = {10.1007/978-3-658-41657-7_35},
  url = {https://doi.org/10.1007/978-3-658-41657-7_35},
  researchr = {https://researchr.org/publication/AmbroladzeHAIGW23},
  cites = {0},
  citedby = {0},
  pages = {159-164},
  booktitle = {Bildverarbeitung für die Medizin 2023 - Proceedings, German Workshop on Medical Image Computing, Braunschweig, July 2-4, 2023},
  editor = {Thomas M. Deserno and Heinz Handels and Andreas Maier and Klaus H. Maier-Hein and Christoph Palm and Thomas Tolxdorff},
  series = {Informatik Aktuell},
  publisher = {Springer},
  isbn = {978-3-658-41657-7},
}