Items related to Clinical Text Mining: Secondary Use of Electronic Patient...
Synopsis
Introduction.- The history of the patient record and the paper record.- User needs: clinicians, clinical researchers and hospital management.- Characteristics of patient records and clinical corpora.- Medical classifications and terminologies.- Evaluation metrics and evaluation.- Basic building blocks for clinical text processing.- Computational methods for text analysis and text classification.- Ethics and privacy of patient records for clinical text mining research.- Applications of clinical text mining.- Networks and shared tasks in clinical text mining.- Conclusions and outlook.- References.- Index.
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