Text Mining and Patient Severity Clusters - Text Mining Techniques for Healthcare Provider Quality Determination

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ICD9 codes 630-677 (related to labor and delivery), 760-779 (related to newborns), and V20-V39 (pre-

existing conditions related to childbirth).

We use the following code to eliminate the childbirth diagnoses from the dataset:

PROC SQL

CREATE TABLE Public.reduceddiagnoses AS SELECT Public.textmining

FROM Public.TEXTMINING AS textmining

WHERE textmining.diagnoses3digits NOT CONTAINS “630” and

textmining.diagnoses3digits NOT CONTAINS “631” and

textmining.diagnoses3digits NOT CONTAINS “632” and

textmining.diagnoses3digits NOT CONTAINS “633” and

textmining.diagnoses3digits NOT CONTAINS “634” and

textmining.diagnoses3digits NOT CONTAINS “635” and

textmining.diagnoses3digits NOT CONTAINS “636” and

textmining.diagnoses3digits NOT CONTAINS “637” and

textmining.diagnoses3digits NOT CONTAINS “638” and

textmining.diagnoses3digits NOT CONTAINS “639” and

textmining.diagnoses3digits NOT CONTAINS “640” and

textmining.diagnoses3digits NOT CONTAINS “641” and

textmining.diagnoses3digits NOT CONTAINS “642” and

textmining.diagnoses3digits NOT CONTAINS “643” and

textmining.diagnoses3digits NOT CONTAINS “644” and

textmining.diagnoses3digits NOT CONTAINS “645” and

textmining.diagnoses3digits NOT CONTAINS “646” and

textmining.diagnoses3digits NOT CONTAINS “647” and

textmining.diagnoses3digits NOT CONTAINS “648” and

textmining.diagnoses3digits NOT CONTAINS “649” and

textmining.diagnoses3digits NOT CONTAINS “650” and

textmining.diagnoses3digits NOT CONTAINS “651” and

textmining.diagnoses3digits NOT CONTAINS “652”and

textmining.diagnoses3digits NOT CONTAINS “653” and

textmining.diagnoses3digits NOT CONTAINS “654” and

textmining.diagnoses3digits NOT CONTAINS “655” and

textmining.diagnoses3digits NOT CONTAINS “656” and

textmining.diagnoses3digits NOT CONTAINS “657” and

textmining.diagnoses3digits NOT CONTAINS “658” and

textmining.diagnoses3digits NOT CONTAINS “659” and

textmining.diagnoses3digits NOT CONTAINS “660” and

textmining.diagnoses3digits NOT CONTAINS “661” and

textmining.diagnoses3digits NOT CONTAINS “662” and

textmining.diagnoses3digits NOT CONTAINS “663” and

textmining.diagnoses3digits NOT CONTAINS “664” and

textmining.diagnoses3digits NOT CONTAINS “665” and

textmining.diagnoses3digits NOT CONTAINS “666” and

Text Mining Techniques for Healthcare Provider Quality Determination

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