Building machine learning models without sharing patient data: A simulation-based analysis of distributed learning by ensembling

Anup Tuladhar, Sascha Gill, Zahinoor Ismail, Nils D. Forkert, Alzheimer's Disease Neuroimaging Initiative. Building machine learning models without sharing patient data: A simulation-based analysis of distributed learning by ensembling. Journal of Biomedical Informatics, 106:103424, 2020. [doi]

@article{TuladharGIFI20,
  title = {Building machine learning models without sharing patient data: A simulation-based analysis of distributed learning by ensembling},
  author = {Anup Tuladhar and Sascha Gill and Zahinoor Ismail and Nils D. Forkert and Alzheimer's Disease Neuroimaging Initiative},
  year = {2020},
  doi = {10.1016/j.jbi.2020.103424},
  url = {https://doi.org/10.1016/j.jbi.2020.103424},
  researchr = {https://researchr.org/publication/TuladharGIFI20},
  cites = {0},
  citedby = {0},
  journal = {Journal of Biomedical Informatics},
  volume = {106},
  pages = {103424},
}