Knowledge-Based Systems in Biomedicine and Computational Life Science

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 des matières

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.

Résumé

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.
 

Détails du produit

• Collaboration: C Jain (Editeur), C Jain (Editeur), Tua D Pham (Editeur), Tuan D Pham (Editeur), Lakhmi C Jain (Editeur), Lakhmi C. Jain (Editeur), Tuan D. Pham (Editeur)
• Edition: Springer, Berlin
• Langues: Anglais
• Format d'édition: Livre de poche
• Sortie: 01.01.2015
• EAN: 9783642445309
• ISBN: 978-3-642-44530-9
• Pages: 216
• Dimensions: 155 mm x 12 mm x 235 mm
• Poids: 355 g
• Illustrations: XII, 216 p.
• Thèmes: Studies in Computational Intelligence; Studies in Computational Intelligence
• Catégories: Sciences naturelles, médecine, informatique, technique > Technique > Général, dictionnaires; B, Artificial Intelligence, bioinformatics, engineering, Life sciences: general issues, Systems Biology, Computational Intelligence, Computational biology / bioinformatics