Medical applications of intelligent data analysis
Subtitle: research advancements
By: Rafael Magdalena-Benedito ... [et al.], editors
Publisher: Information Science Reference; IGI Global
Published: 2012
Place of publication: Hershey, PA
Language: eng
Number of pages: 372
ISBN-13: 9781466618039; 9781466618046; 9781466618053
Subjects: Clinical Decision Support Systems; Knowledge Bases
Description: "This book explores the potential of utilizing medical data through the implementation of developed models in practical applications"--Provided by publisher.
Notes: Includes bibliographical references and index.
Table of contents: title: Intelligent management of sepsis in the intensive care unit / Vicent J. Ribas, Juan Carlos Ruiz-Rodríguez, Alfredo Vellido; title: Statistical pattern recognition techniques for early diagnosis of diabetic neuropathy by posturographic data / Claudia Diamantini, Sandro Fioretti, Domenico Potena; title: Preprocessing MRS information for classification of human brain tumours / J. Arizmendi, A. Vellido, E. Romero; title: Semi-supervised clustering for the identification of different cancer types using the gene expression profiles / Manuel Martín-Merino; title: Real-time robust heart rate estimation based on bayesian framework and grid filters / Radoslav Bortel, Pavel Sovka; title: Automated diagnostics of coronary artery disease : long-term results and recent advancements / Matja Kukar, Igor Kononenko, Ciril Groelj; title: The use of prediction reliability estimates on imbalanced datasets : a case study of wall shear stress in the human carotid artery bifurcation; title: Domen Koir, Zoran Bosnic; title: Pattern mining for outbreak discovery preparedness / Zalizah Awang Long, Mazrura Sahani; title: Development of surrogate models of orthopedic screws to improve biomechanical performance: comparisons of artificial neural networks and multiple linear regressions / Ching-Chi Hsu; title: Dashboard to support the decisionmaking within a chronic disease : a framework for automatic generation of alerts and KPIs / Leonor Teixeira, João Pedro Simões; title: Identification of motor functions based on an eeg analysis / Ale Beli, Vito Logar; title: Visual data mining in physiotherapy using self-organizing maps : a new approximation to the data analysis / Yasser Alakhdar ... [et al.]; title: Kernel generative topographic mapping of protein sequences / M.I. Cardenas ... [et al.]; title: Medical critiquing systems / Ian Douglas; title: Learning probabilistic graphical models : a review of techniques and applications in medicine / Uan I. Alonso-Barba ... [et al.]; title: Natural language processing and machine learning techniques help achieve a better medical practice / Oana Frunza, Diana Inkpen; title: Modeling interpretable fuzzy rule-based classifiers for medical decision support / Jose M. Alonso ... [et al.]; title: Extraction of medical pathways from electronic patient records / Dario Antonelli ... [et al.]; title: Building a lazy domain theory for characterizing malignant melanoma / Eva Armengol, Susana Puig.