Data mining and medical knowledge management cases and applications /

• 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
• Online Access: View fulltext via EzAccess

 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 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.