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Knowledge-Based Systems in Biomedicine and Computational Life Science [electronic resource] / edited by Tuan D. Pham, Lakhmi C. Jain.

By: Pham, Tuan D [editor.].
Contributor(s): Jain, Lakhmi C [editor.] | SpringerLink (Online service).
Material type: materialTypeLabelBookSeries: Studies in Computational Intelligence: 450Publisher: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2013Description: XII, 215 p. 108 illus. online resource.Content type: text Media type: computer Carrier type: online resourceISBN: 9783642330155.Subject(s): Engineering | Artificial intelligence | Biological models | Engineering | Computational Intelligence | Artificial Intelligence (incl. Robotics) | Systems BiologyDDC classification: 006.3 Online resources: Click here to access online
Contents:
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.
In: Springer eBooksSummary: 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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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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