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Knowledge-Based Systems in Biomedicine and Computational Life Science

by Pham, Tuan D.
Authors: Jain, Lakhmi C.%editor. | SpringerLink (Online service) Series: Studies in Computational Intelligence, 1860-949X ; . 450 Physical details: XII, 215 p. 108 illus. online resource. ISBN: 3642330150 Subject(s): Engineering. | Artificial intelligence. | Biological models. | Engineering. | Computational Intelligence. | Artificial Intelligence (incl. Robotics). | Systems Biology.
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E-Book E-Book AUM Main Library 006.3 (Browse Shelf) Not for loan

Physiological Sensor Signals Analysis to Represent Cases in a Case-based Diagnostic System -- Breast Cancer Histological Image Classification with Multiple Features and Random Subspace Classifier Ensemble -- Image Processing and Reconstruction of Cultured Neuron Skeletons -- Protein Structure Prediction: Are we there yet? -- Text Mining for Neuroscience: A Co-Morbidity Case Study -- Robust algorithmic detection of cardiac pathologies from short periods of RR data -- Studies on Five Senses Treatment -- Fuzzy Knowledge-based Subspace Clustering for Life Science Data Analysis.

This book presents a sample of research on knowledge-based systems in biomedicine and computational life science. The contributions include: ·         personalized stress diagnosis system ·         image analysis system for breast cancer diagnosis ·         analysis of neuronal cell images ·         structure prediction of protein ·         relationship between two mental disorders ·         detection of cardiac abnormalities ·         holistic medicine based treatment ·         analysis of life-science data  

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