Predictors of Unplanned Hospitalizations Among Older Adults Receiving Cancer Chemotherapy.

Heidi D KlepinCan-Lan SunDavid D SmithRawad EliasKelly M TrevinoAshley Leak BryantDaneng LiChristian NelsonWilliam P TewSupriya G MohileAjeet GajraCynthia OwusuCary GrossStuart M LichtmanVani V KatheriaHyman B MussAndrew E ChapmanHarvey Jay CohenArti HurriaWilliam Dale

Published in: JCO oncology practice (2021)

Readily available GA variables and laboratory data, but not age, were associated with unplanned hospitalizations among older adults receiving chemotherapy. If validated, these data can inform prediction models and the design of interventions to decrease unplanned hospitalizations.

Keyphrases

electronic health record
locally advanced
big data
pet ct
papillary thyroid
physical activity
squamous cell
squamous cell carcinoma
machine learning
rectal cancer
radiation therapy
young adults
deep learning