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[![Build Status](http://img.shields.io/travis/badges/badgerbadgerbadger.svg?style=flat-square)](https://travis-ci.org/badges/badgerbadgerbadger) | ||
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# THA - Total Hip Arthroplasty | ||
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## THA NLP System | ||
Process operative reports to classify a patient's status of approach, fixation and bearing surface | ||
@author Sunyang Fu, Sunghwan Sohn, Hilal Maradit Kremers, Walter Kremers, Ahmad Pahlavan Tafti, Elham Sagheb Hossein Pour, Cody Wyles, Meagan Tibbo, David Lewallen, Daniel Berry | ||
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## CONFIGURATION: | ||
INPUT_DIR: full directory path of input folder | ||
OUTPUT_DIR: full directory path of output folder | ||
OUTPUT_SUMMARY_DIR: full directory path of output summary folder | ||
RULES_DIR: full directory path of 'TJA' folder | ||
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## INPUT: | ||
Input folder: the input folder contains a list of surgical reports | ||
Input file: document level .txt file. The naming convention of each report would be unique identifier + surgery date. P.S. one patient may have multiple surgeries. | ||
Input file preprocessing: replace all '/n' to '. ' | ||
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## RUN: | ||
command line: | ||
``` | ||
./runMedTagger-fit-tja.sh | ||
``` | ||
## OUTPUT: | ||
raw folder: concept level finding | ||
summary folder: document level finding | ||
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## REFERENCE: | ||
Wyles CC, Tibbo ME, Fu S, Wang Y, Sohn S, Kremers WK, Berry DJ, Lewallen DG, Maradit-Kremers H. Use of Natural Language Processing Algorithms to Identify Common Data Elements in Operative Notes for Total Hip Arthroplasty. JBJS. 2019 Nov 6;101(21):1931-8. |