Knowledge-Based Systems in Biomedicine and Computational Life Science

✍ Scribed by Shahina Begum, Mobyen Uddin Ahmed (auth.), Tuan D. Pham, Lakhmi C. Jain (eds.)

• Publisher: Springer-Verlag Berlin Heidelberg
• Year: 2013
• Tongue: English
• Leaves: 220
• Series: Studies in Computational Intelligence 450
• Edition: 1
• Category: Library

✦ Synopsis

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 and analysis of life-science data.

✦ Table of Contents

Front Matter....Pages 1-10
Physiological Sensor Signals Analysis to Represent Cases in a Case-Based Diagnostic System....Pages 1-25
Breast Cancer Histological Image Classification with Multiple Features and Random Subspace Classifier Ensemble....Pages 27-42
Image Processing and Reconstruction of Cultured Neuron Skeletons....Pages 43-78
Protein Structure Prediction: Are We There Yet?....Pages 79-115
Text Mining for Neuroscience: A Co-morbidity Case Study....Pages 117-136
Robust Algorithmic Detection of Cardiac Pathologies from Short Periods of RR Data....Pages 137-153
Studies on Five Senses Treatment....Pages 155-175
Fuzzy Knowledge-Based Subspace Clustering for Life Science Data Analysis....Pages 177-213
Back Matter....Pages 0--1

✦ Subjects

Computational Intelligence; Artificial Intelligence (incl. Robotics); Systems Biology