To cite package ‘PIUMA’ in publications use:

Chiesa M, Dagliati A, Gerbasi A, Albi G, Ballarini L, Piacentini L, Leonardi C (2026). PIUMA: Phenotypes Identification Using Mapper from topological data Analysis. R package version 1.9.0, https://bioconductor.org/packages/PIUMA.

Corresponding BibTeX entry:

  @Manual{,
    title = {PIUMA: Phenotypes Identification Using Mapper from
      topological data Analysis},
    author = {Mattia Chiesa and Arianna Dagliati and Alessia Gerbasi
      and Giuseppe Albi and Laura Ballarini and Luca Piacentini and
      Carlo Leonardi},
    year = {2026},
    note = {R package version 1.9.0},
    url = {https://bioconductor.org/packages/PIUMA},
  }