Prediction of Key Patient Outcome from Sentence and Word of Medical Text Records

Abstract

The number of unstructured medical records kept in hospital information systems is increasing. The conditions of patients are formulated as outcomes in clinical pathway. A variance of an outcome describes deviations from standards of care like a patient's bad condition. The present paper applied text mining to extract feature words and phrases of the variance from admission records. We report the cases the variances of ``pain control'' and ``no neuropathy worsening'' in cerebral infarction.

Tasks

Reproductions