Uncertainty-Aware Deep Ensembles for Reliable and Explainable Predictions of Clinical Time Series

Kristoffer Wickstrøm, Karl Øyvind Mikalsen, Michael Kampffmeyer, Arthur Revhaug, Robert Jenssen. Uncertainty-Aware Deep Ensembles for Reliable and Explainable Predictions of Clinical Time Series. IEEE Transactions on Information Technology in Biomedicine, 25(7):2435-2444, 2021. [doi]

@article{WickstromMKRJ21,
  title = {Uncertainty-Aware Deep Ensembles for Reliable and Explainable Predictions of Clinical Time Series},
  author = {Kristoffer Wickstrøm and Karl Øyvind Mikalsen and Michael Kampffmeyer and Arthur Revhaug and Robert Jenssen},
  year = {2021},
  doi = {10.1109/JBHI.2020.3042637},
  url = {https://doi.org/10.1109/JBHI.2020.3042637},
  researchr = {https://researchr.org/publication/WickstromMKRJ21},
  cites = {0},
  citedby = {0},
  journal = {IEEE Transactions on Information Technology in Biomedicine},
  volume = {25},
  number = {7},
  pages = {2435-2444},
}