Automated Survival Prediction in Metastatic Cancer Patients Using High-Dimensional Electronic Medical Record Data

  • Gensheimer, Michael F
  • Henry, A Solomon
  • Wood, Douglas J
  • Hastie, Trevor J
  • Aggarwal, Sonya
  • Dudley, Sara A
  • Pradhan, Pooja
  • Banerjee, Imon
  • Cho, Eunpi
  • Ramchandran, Kavitha
  • Pollom, Erqi
  • Koong, Albert C
  • Rubin, Daniel L
  • Chang, Daniel T

  • Department of Radiation Oncology

    Department of Biomedical Data Science

    Department of Statistics

    Department of Radiology

    Stanford University, Stanford, CA; Genentech, South San Francisco, CA

    Department of Medicine, Stanford University, Stanford, CA

    Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX

Correspondence to: Michael F. Gensheimer, MD, Department of Radiation Oncology, Stanford University School of Medicine, 875 Blake Wilbur Dr MC 5847, Stanford, CA 94305 (e-mail: [email protected]).

Received May 11, 2018

Received in revised form June 28, 2018

Accepted September 5, 2018

Journal of the National Cancer Institute 111(6):p 568-574, June 2019. | DOI: 10.1093/jnci/djy178
Copyright © Copyright Oxford University Press 2019.