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Data mining and medical knowledge management cases and applications /

This book 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 d...

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Bibliographic Details
Corporate Author: IGI Global.
Other Authors: Berka, Petr., Rauch, Jan., Zighed, Djamel A., 1955-
Format: Electronic
Language:English
Published: Hershey, Pa. : IGI Global (701 E. Chocolate Avenue, Hershey, Pennsylvania, 17033, USA), c2009.
Subjects:
Medicine > Case studies. > Data processing
Data mining > Case studies.
Medical Informatics > Case Reports. > methods
Computational Biology > Case Reports. > methods
Information Storage and Retrieval > Case Reports. > methods
Risk Assessment > Case Reports.
Classification and prediction with neural networks
Clinical prediction rules
Cost-sensitive learning in medicine
ECG processing
EEG data mining using PCA
Gene expression mining
Human embryo selection
Image registration for biomedical information integration
Medical knowledge management
Medical Web site management
Mining tuberculosis data
Ontologies in the health field
Preprocessing perceptrons and multivariate decision limits
Risk prediction models using data mining
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