Development and Use of Natural Language Processing for Identification of Distant Cancer Recurrence and Sites of Distant Recurrence Using Unstructured Electronic Health Record Data.
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DOI: 10.1200/cci.20.00165
Abstract: PURPOSE Large-scale analysis of real-world evidence is often limited to structured data fields that do not contain reliable information on recurrence status and disease sites. In this report, we describe a natural language processing (NLP)… read more here.
Keywords: recurrence; natural language; cancer; nlp model ... See more keywords
Identification of Patients With Metastatic Prostate Cancer With Natural Language Processing and Machine Learning.
Sign Up to like & getrecommendations! Published in 2022 at "JCO clinical cancer informatics"
DOI: 10.1200/cci.21.00071
Abstract: PURPOSE Understanding treatment patterns and effectiveness for patients with metastatic prostate cancer (mPCa) is dependent on accurate assessment of metastatic status. The objective was to develop a natural language processing (NLP) model for identifying patients… read more here.
Keywords: radiology; nlp model; patients mpca; model ... See more keywords