id author title date pages extension mime words sentences flesch summary cache txt cord-000757-bz66g9a0 Davis, Kailah Identification of pneumonia and influenza deaths using the death certificate pipeline 2012-05-08 .txt text/plain 6165 301 51 Therefore, the purpose of this study was to demonstrate the feasibility of using a pipeline, composed of a detection rule and a natural language processor, for the real time encoding of death certificates using the identification of pneumonia and influenza cases as an example and demonstrating that its accuracy is comparable to existing methods. Other research groups [18, 19] have demonstrated the feasibility of using mortality data for real time surveillance but all used "free text" search for the string "pneumonia", "flu" or "influenza." As noted earlier, although this method can provide the semi quantitative measurements for disease surveillance purposes, keyword searches can also result in an array of problems that result from complexities of human language such as causal relationships and synonyms [20] . Although, the focus of this study was to use NLP techniques to process death certificates, the description of this system reported in the literature did not show how well coded data from an NLP tool along with predefined rules can detect countable cases for a specific disease or condition. ./cache/cord-000757-bz66g9a0.txt ./txt/cord-000757-bz66g9a0.txt