Knowledge-Based Systems in Biomedicine and Computational Life Science
By: edited by Tuan D. Pham, Lakhmi C. Jain
Contributors: Jain, Lakhmi C.; SpringerLink (Online service)
Series: Studies in Computational Intelligence -- 450
Publisher: Springer Berlin Heidelberg; Imprint: Springer
Published: 2013
Place of publication: Berlin, Heidelberg
Language: eng
Format: [electronic resource] /
Number of pages: 215
ISBN-13: 9783642330155
Subjects: Engineering; Artificial Intelligence (incl. Robotics); Systems biology; Biological models; Computational intelligence; Artificial intelligence
Description: <p>This book presents a sample of research on knowledge-based systems in biomedicine and computational life science. The contributions include:</p><p>·         personalized stress diagnosis system</p><p>·         image analysis system for breast cancer diagnosis</p><p>·         analysis of neuronal cell images</p><p>·         structure prediction of protein</p><p>·         relationship between two mental disorders</p><p>·         detection of cardiac abnormalities</p><p>·         holistic medicine based treatment</p><p>·         analysis of life-science data</p><p> </p>
Table of contents: title: Physiological Sensor Signals Analysis to Represent Cases in a Case-based Diagnostic System; title: Breast Cancer Histological Image Classification with Multiple Features and Random Subspace Classifier Ensemble; title: Image Processing and Reconstruction of Cultured Neuron Skeletons; title: Protein Structure Prediction: Are we there yet?; title: Text Mining for Neuroscience: A Co-Morbidity Case Study; title: Robust algorithmic detection of cardiac pathologies from short periods of RR data; title: Studies on Five Senses Treatment; title: Fuzzy Knowledge-based Subspace Clustering for Life Science Data Analysis.