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Clinical text mining : secondary use of electronic patient records

Author: Hercules Dalianis
Publisher: Cham, Switherland : Springer, [2018]
Edition/Format:   Print book : EnglishView all editions and formats
Summary:

This open access book describes the results of natural language processing and machine learning methods applied to clinical text from electronic patient records. It is divided into twelve chapters.

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Additional Physical Format: Erscheint auch als:
Dalianis, Hercules
Clinical Text Mining
Cham : Springer, 2018
Online-Ressource (XVII, 181 p. 54 illus., 28 illus. in color, online resource)
Online-Ausgabe
Document Type: Book
All Authors / Contributors: Hercules Dalianis
ISBN: 9783319785028 3319785028
OCLC Number: 1043855799
Description: xvii, 181 Seiten. : Illustrationen.
Contents: 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.
Responsibility: by Hercules Dalianis.

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