Calibrating ensembles for scalable uncertainty quantification in deep learning-based medical image segmentation

Thomas Buddenkotte, Lorena Escudero Sanchez, Mireia Crispin-Ortuzar, Ramona Woitek, Cathal McCague, James D. Brenton, Ozan Öktem, Evis Sala, Leonardo Rundo. Calibrating ensembles for scalable uncertainty quantification in deep learning-based medical image segmentation. Comp. in Bio. and Med., 163:107096, September 2023. [doi]

@article{BuddenkotteSCWMBOSR23,
  title = {Calibrating ensembles for scalable uncertainty quantification in deep learning-based medical image segmentation},
  author = {Thomas Buddenkotte and Lorena Escudero Sanchez and Mireia Crispin-Ortuzar and Ramona Woitek and Cathal McCague and James D. Brenton and Ozan Öktem and Evis Sala and Leonardo Rundo},
  year = {2023},
  month = {September},
  doi = {10.1016/j.compbiomed.2023.107096},
  url = {https://doi.org/10.1016/j.compbiomed.2023.107096},
  researchr = {https://researchr.org/publication/BuddenkotteSCWMBOSR23},
  cites = {0},
  citedby = {0},
  journal = {Comp. in Bio. and Med.},
  volume = {163},
  pages = {107096},
}