Temporal electronic phenotyping by mining careflows of breast cancer patients

@article{Dagliati2017TemporalEP,
  title={Temporal electronic phenotyping by mining careflows of breast cancer patients},
  author={Arianna Dagliati and Lucia Sacchi and Alberto Zambelli and Valentina Tibollo and L. Pavesi and John H. Holmes and Riccardo Bellazzi},
  journal={Journal of biomedical informatics},
  year={2017},
  volume={66},
  pages={136-147}
}
In this work we present a careflow mining approach designed to analyze heterogeneous longitudinal data and to identify phenotypes in a patient cohort. The main idea underlying our approach is to combine methods derived from sequential pattern mining and temporal data mining to derive frequent healthcare histories (careflows) in a population of patients… CONTINUE READING