Explainable discovery of disease biomarkers: The case of ovarian cancer to illustrate the best practice in machine learning and Shapley analysis

Weitong Huang, Hanna Suominen, Tommy Liu, Gregory Rice, Carlos Salomon, Amanda S. Barnard. Explainable discovery of disease biomarkers: The case of ovarian cancer to illustrate the best practice in machine learning and Shapley analysis. Journal of Biomedical Informatics, 141:104365, May 2023. [doi]

@article{HuangSLRSB23,
  title = {Explainable discovery of disease biomarkers: The case of ovarian cancer to illustrate the best practice in machine learning and Shapley analysis},
  author = {Weitong Huang and Hanna Suominen and Tommy Liu and Gregory Rice and Carlos Salomon and Amanda S. Barnard},
  year = {2023},
  month = {May},
  doi = {10.1016/j.jbi.2023.104365},
  url = {https://doi.org/10.1016/j.jbi.2023.104365},
  researchr = {https://researchr.org/publication/HuangSLRSB23},
  cites = {0},
  citedby = {0},
  journal = {Journal of Biomedical Informatics},
  volume = {141},
  pages = {104365},
}