Are 2.5D approaches superior to 3D deep networks in whole brain segmentation?

Saikat Roy, David Kügler, Martin Reuter 0001. Are 2.5D approaches superior to 3D deep networks in whole brain segmentation?. In Ender Konukoglu, Bjoern H. Menze, Archana Venkataraman, Christian F. Baumgartner, Qi Dou 0001, Shadi Albarqouni, editors, International Conference on Medical Imaging with Deep Learning, MIDL 2022, 6-8 July 2022, Zurich, Switzerland. Volume 172 of Proceedings of Machine Learning Research, pages 988-1004, PMLR, 2022. [doi]

@inproceedings{RoyK022,
  title = {Are 2.5D approaches superior to 3D deep networks in whole brain segmentation?},
  author = {Saikat Roy and David Kügler and Martin Reuter 0001},
  year = {2022},
  url = {https://proceedings.mlr.press/v172/roy22a.html},
  researchr = {https://researchr.org/publication/RoyK022},
  cites = {0},
  citedby = {0},
  pages = {988-1004},
  booktitle = {International Conference on Medical Imaging with Deep Learning, MIDL 2022, 6-8 July 2022, Zurich, Switzerland},
  editor = {Ender Konukoglu and Bjoern H. Menze and Archana Venkataraman and Christian F. Baumgartner and Qi Dou 0001 and Shadi Albarqouni},
  volume = {172},
  series = {Proceedings of Machine Learning Research},
  publisher = {PMLR},
}