Machine Learning-Based Prediction of Hospitalization During Chemoradiotherapy With Daily Step Counts.

Journal: JAMA oncology
PMID: 38546697

Abstract

IMPORTANCE: Toxic effects of concurrent chemoradiotherapy (CRT) can cause treatment interruptions and hospitalizations, reducing treatment efficacy and increasing health care costs. Physical activity monitoring may enable early identification of patients at high risk for hospitalization who may benefit from proactive intervention.

Authors

  • Isabel D Friesner
    Bakar Computational Health Sciences Institute, University of California, San Francisco.
  • Jean Feng
    Department of Biostatistics, University of Washington, Seattle, WA.
  • Shalom Kalnicki
    Department of Radiation Oncology, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, New York.
  • Madhur Garg
    Department of Radiation Oncology, Montefiore Medical Center, Bronx, NY, 10467, USA.
  • Nitin Ohri
    Department of Radiation Oncology, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, New York.
  • Julian C Hong
    All Authors: Duke University, Durham, NC.

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