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Data Mining and Medical Knowledge Management: Cases and Applications (Premier Reference Source)
Rok: 2009
ISBN: 9781605662183
OKCZID: 110195030
Citace (dle ČSN ISO 690):
BERKA, Petr. Data mining and medical knowledge management: cases and applications. Hershey: Medical Information Science Reference, c2009. xxiii, 440 s. Premier reference source.
Anotace
The healthcare industry produces a constant flow of data, creating a need for deep analysis of databases through data mining tools and techniques resulting in expanded medical research, diagnosis, and treatment. Data Mining and Medical Knowledge Management: Cases and Applications presents case studies on applications of various modern data mining methods in several important areas of medicine, covering classical data mining methods, elaborated approaches related to mining in electroencephalogram and electrocardiogram data, and methods related to mining in genetic data. A premier resource for those involved in data mining and medical knowledge management, this book tackles ethical issues related to cost-sensitive learning in medicine and produces theoretical contributions concerning general problems of data, information, knowledge, and ontologies.