Random Forest and Gradient Boosted Trees for Patient Individualized Contrast Agent Dose Reduction in CT Angiography

René Pallenberg, Marja Fleitmann, Andreas Martin Stroth, Jan Gerlach, Alexander Fürschke, Jörg Barkhausen, Arpad Bischof, Heinz Handels. Random Forest and Gradient Boosted Trees for Patient Individualized Contrast Agent Dose Reduction in CT Angiography. In Maria Hägglund, Madeleine Blusi, Stefano Bonacina, Lina Nilsson, Inge Cort Madsen, Sylvia Pelayo, Anne Moen, Arriel Benis, Lars Lindsköld, Parisis Gallos, editors, Caring is Sharing - Exploiting the Value in Data for Health and Innovation - Proceedings of MIE 2023, Gothenburg, Sweden, 22 - 25 May 2023. Volume 302 of Studies in Health Technology and Informatics, pages 952-956, IOS Press, 2023. [doi]

@inproceedings{PallenbergFSGFB23,
  title = {Random Forest and Gradient Boosted Trees for Patient Individualized Contrast Agent Dose Reduction in CT Angiography},
  author = {René Pallenberg and Marja Fleitmann and Andreas Martin Stroth and Jan Gerlach and Alexander Fürschke and Jörg Barkhausen and Arpad Bischof and Heinz Handels},
  year = {2023},
  doi = {10.3233/SHTI230316},
  url = {https://doi.org/10.3233/SHTI230316},
  researchr = {https://researchr.org/publication/PallenbergFSGFB23},
  cites = {0},
  citedby = {0},
  pages = {952-956},
  booktitle = {Caring is Sharing - Exploiting the Value in Data for Health and Innovation - Proceedings of MIE 2023, Gothenburg, Sweden, 22 - 25 May 2023},
  editor = {Maria Hägglund and Madeleine Blusi and Stefano Bonacina and Lina Nilsson and Inge Cort Madsen and Sylvia Pelayo and Anne Moen and Arriel Benis and Lars Lindsköld and Parisis Gallos},
  volume = {302},
  series = {Studies in Health Technology and Informatics},
  publisher = {IOS Press},
  isbn = {978-1-64368-389-8},
}