2024
DOI: 10.1200/jco.23.01291
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Machine Learning to Allocate Palliative Care Consultations During Cancer Treatment

Jiang Chen He,
Gordon Taylor Moffat,
Sho Podolsky
et al.

Abstract: PURPOSE For patients with advanced cancer, early consultations with palliative care (PC) specialists reduce costs, improve quality of life, and prolong survival. However, capacity limitations prevent all patients from receiving PC shortly after diagnosis. We evaluated whether a prognostic machine learning system could promote early PC, given existing capacity. METHODS Using population-level administrative data in Ontario, Canada, we assembled a cohort of patients with incurable cancer who received palliative-i… Show more

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