Using topological data analysis and pseudo time series to infer temporal phenotypes from electronic health records

Arianna Dagliati, Nophar Geifman, Niels Peek, John H. Holmes, Lucia Sacchi, Riccardo Bellazzi, Seyed Erfan Sajjadi, Allan Tucker. Using topological data analysis and pseudo time series to infer temporal phenotypes from electronic health records. Artificial Intelligence in Medicine, 108:101930, 2020. [doi]

@article{DagliatiGPHSBST20,
  title = {Using topological data analysis and pseudo time series to infer temporal phenotypes from electronic health records},
  author = {Arianna Dagliati and Nophar Geifman and Niels Peek and John H. Holmes and Lucia Sacchi and Riccardo Bellazzi and Seyed Erfan Sajjadi and Allan Tucker},
  year = {2020},
  doi = {10.1016/j.artmed.2020.101930},
  url = {https://doi.org/10.1016/j.artmed.2020.101930},
  researchr = {https://researchr.org/publication/DagliatiGPHSBST20},
  cites = {0},
  citedby = {0},
  journal = {Artificial Intelligence in Medicine},
  volume = {108},
  pages = {101930},
}