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Medical applications of intelligent data analysis : research advancements

Author: Rafael Magdalena Benedito
Publisher: Hershey, PA : Information Science Reference, ©2012.
Edition/Format:   Print book : EnglishView all editions and formats
Summary:
"This book explores the potential of utilizing medical data through the implementation of developed models in practical applications"--
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Document Type: Book
All Authors / Contributors: Rafael Magdalena Benedito
ISBN: 9781466618039 1466618035 9781466618053 1466618051
OCLC Number: 773978762
Description: xxiii, 348 pages : illustrations ; 29 cm
Contents: Intelligent management of sepsis in the intensive care unit / Vicent J. Ribas, Juan Carlos Ruiz-Rodríguez, 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 Martín-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, João Pedro Simões --
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.
Responsibility: [edited by] Rafael Magdalena-Benedito [and others].

Abstract:

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

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