The Use of Natural Language Processing to Assess Social Support in Patients With Advanced Cancer.

Sunil Bhatt,P Connor Johnson,Netana H Markovitz,Tamryn Gray,Ryan D Nipp,Nneka Ufere,Julia Rice,Matthew J Reynolds,Mitchell W Lavoie,Madison A Clay,Charlotta Lindvall,Areej El-Jawahri

The oncologist（2023）

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摘要

We used NLP to assess the extent of social support in patients with advanced cancer. We did not identify significant associations of social support with OS or healthcare utilization but found cancer type may be an effect modifier of the relationship between social support and OS. These findings underscore the potential utility of NLP for evaluating social support in patients with advanced cancer.

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hospitalization,natural language processing,social support,survival analysis

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