Clinical Text Mining
-15%
portes grátis
Clinical Text Mining
Secondary Use of Electronic Patient Records
Dalianis, Hercules
Springer International Publishing AG
05/2018
181
Dura
Inglês
9783319785028
15 a 20 dias
471
Descrição não disponível.
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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Data Mining;Text Mining;Health Informatics;Health Care Information Systems;Medical Terminologies;Natural Language Processing;Text Analysis;Support Vector Machines;Open Access
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.
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
