Medical applications of intelligent data analysis : research advancements /

• Other Authors: Magdalena Benedito, Rafael, 1968-
• Format: Book
• Published: Hershey, PA : Information Science Reference, c2012.
• Subjects: Decision Support Systems, Clinical.; Knowledge Bases.
• Online Access: View fulltext via EzAccess

"This book explores the potential of utilizing medical data through the implementation of developed models in practical applications"--Provided by publisher.

Table of Contents:

• Intelligent management of sepsis in the intensive care unit / Vicent J. Ribas, Juan Carlos Ruiz-Rodriguez, Alfredo Vellido
• Statistical pattern recognition techniques for early diagnosis of diabetic neuropathy by posturographic data / Claudia Diamantini, Sandro Fioretti, Domenico Potena
• Preprocessing MRS information for classification of human brain tumours / J. Arizmendi, A. Vellido, E. Romero
• Semi-supervised clustering for the identification of different cancer types using the gene expression profiles / Manuel Martin-Merino
• Real-time robust heart rate estimation based on bayesian framework and grid filters / Radoslav Bortel, Pavel Sovka
• Automated diagnostics of coronary artery disease : long-term results and recent advancements / Matja Kukar, Igor Kononenko, Ciril Groelj
• The use of prediction reliability estimates on imbalanced datasets : a case study of wall shear stress in the human carotid artery bifurcation
• Domen Koir, Zoran Bosnic
• Pattern mining for outbreak discovery preparedness / Zalizah Awang Long, Mazrura Sahani
• Development of surrogate models of orthopedic screws to improve biomechanical performance: comparisons of artificial neural networks and multiple linear regressions / Ching-Chi Hsu
• Dashboard to support the decisionmaking within a chronic disease : a framework for automatic generation of alerts and KPIs / Leonor Teixeira, Joao Pedro Simoes
• Identification of motor functions based on an eeg analysis / Ale Beli, Vito Logar
• Visual data mining in physiotherapy using self-organizing maps : a new approximation to the data analysis / Yasser Alakhdar ... [et al.]
• Kernel generative topographic mapping of protein sequences / M.I. Cardenas ... [et al.]
• Medical critiquing systems / Ian Douglas
• Learning probabilistic graphical models : a review of techniques and applications in medicine / Uan I. Alonso-Barba ... [et al.]
• Natural language processing and machine learning techniques help achieve a better
• medical practice / Oana Frunza, Diana Inkpen
• Modeling interpretable fuzzy rule-based classifiers for medical decision support / Jose M. Alonso ... [et al.]
• Extraction of medical pathways from electronic patient records / Dario Antonelli ... [et al.]
• Building a lazy domain theory for characterizing malignant melanoma / Eva Armengol, Susana Puig.