Uncertainty-Aware Deep Learning Based Deformable Registration

Irina Grigorescu, Alena Uus, Daan Christiaens, Lucilio Cordero-Grande, Jana Hutter, Dafnis Batalle, A. David Edwards, Joseph V. Hajnal, Marc Modat, Maria Deprez. Uncertainty-Aware Deep Learning Based Deformable Registration. In Carole H. Sudre, Roxane Licandro, Christian F. Baumgartner, Andrew Melbourne, Adrian V. Dalca, Jana Hutter, Ryutaro Tanno, Esra Abaci Turk, Koen Van Leemput, Jordina Torrents-Barrena, William M. Wells III, Christopher K. Macgowan, editors, Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, and Perinatal Imaging, Placental and Preterm Image Analysis - 3rd International Workshop, UNSURE 2021, and 6th International Workshop, PIPPI 2021 Held in Conjunction with MICCAI 2021, Strasbourg, France, October 1, 2021, Proceedings. Volume 12959 of Lecture Notes in Computer Science, pages 54-63, Springer, 2021. [doi]

@inproceedings{GrigorescuUCCHB21,
  title = {Uncertainty-Aware Deep Learning Based Deformable Registration},
  author = {Irina Grigorescu and Alena Uus and Daan Christiaens and Lucilio Cordero-Grande and Jana Hutter and Dafnis Batalle and A. David Edwards and Joseph V. Hajnal and Marc Modat and Maria Deprez},
  year = {2021},
  doi = {10.1007/978-3-030-87735-4_6},
  url = {https://doi.org/10.1007/978-3-030-87735-4_6},
  researchr = {https://researchr.org/publication/GrigorescuUCCHB21},
  cites = {0},
  citedby = {0},
  pages = {54-63},
  booktitle = {Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, and Perinatal Imaging, Placental and Preterm Image Analysis - 3rd International Workshop, UNSURE 2021, and 6th International Workshop, PIPPI 2021 Held in Conjunction with MICCAI 2021, Strasbourg, France, October 1, 2021, Proceedings},
  editor = {Carole H. Sudre and Roxane Licandro and Christian F. Baumgartner and Andrew Melbourne and Adrian V. Dalca and Jana Hutter and Ryutaro Tanno and Esra Abaci Turk and Koen Van Leemput and Jordina Torrents-Barrena and William M. Wells III and Christopher K. Macgowan},
  volume = {12959},
  series = {Lecture Notes in Computer Science},
  publisher = {Springer},
  isbn = {978-3-030-87735-4},
}