Knowledge-Based Systems in Biomedicine and Computational Life Science

Tuan D. Pham, Lakhmi C. Jain (Herausgeber)

Buch | Hardcover
XII, 216 Seiten
2012 | 2013
Springer Berlin (Verlag)
978-3-642-33014-8 (ISBN)
128,39 inkl. MwSt
This book reviews research on knowledge-based systems in biomedicine and computational life science, including such topics as personalized stress diagnosis system; image analysis system for breast cancer diagnosis; analysis of neuronal cell images and more.

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.

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.

Erscheint lt. Verlag 14.12.2012
Reihe/Serie Studies in Computational Intelligence
Zusatzinfo XII, 216 p.
Verlagsort Berlin
Sprache englisch
Maße 155 x 235 mm
Gewicht 508 g
Themenwelt Informatik Theorie / Studium Künstliche Intelligenz / Robotik
Informatik Weitere Themen Bioinformatik
Naturwissenschaften Biologie
Technik
Schlagworte biomedicine • Computational Intelligence • Knowledge-based systems • systems biology
ISBN-10 3-642-33014-2 / 3642330142
ISBN-13 978-3-642-33014-8 / 9783642330148
Zustand Neuware
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