Medical applications of intelligent data analysis : research advancements / [edited by] Rafael Magdalena-Benedito ... [and others].

Includes bibliographical references (pages 309-333) and index.

Intelligent management of sepsis in the intensive care unit / Vicent J. Ribas, Juan Carlos Ruiz-Rodriǵuez, 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 Martiń-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, Joaõ Pedro Simoẽs -- 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 ... [and others] -- Kernel generative topographic mapping of protein sequences / M.I. Cardenas ... [and others] -- Medical critiquing systems / Ian Douglas -- Learning probabilistic graphical models : a review of techniques and applications in medicine / Uan I. Alonso-Barba ... [and others] -- 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 ... [and others] -- Extraction of medical pathways from electronic patient records / Dario Antonelli ... [and others] -- Building a lazy domain theory for characterizing malignant melanoma / Eva Armengol, Susana Puig.

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