Expanding the Secondary Use of Prostate Cancer Real World Data: Automated Classifiers for Clinical and Pathological Stage.

Selen Bozkurt,Christopher J Magnani,Martin G Seneviratne,James D Brooks,Tina Hernandez-Boussard

Frontiers in Digital Health（2022）

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摘要

We developed an NLP pipeline to successfully extract clinical and pathological staging information from clinical narratives. Our results can serve as a proof of concept for using NLP to augment clinical and pathological stage reporting in cancer registries and EHRs to enhance the secondary use of these data.

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关键词

TNM stage,machine learning,natural language processing,prostate cancer,stage

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