Medical applications of intelligent data analysis : research advancements
Rafael Magdalena-Benedito ... [et al.], editors
Intelligent management of sepsis in the intensive care unit / Vicent J. Ribas ... [et al.] -- 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 / C. 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 / Matjaž Kukar, Igor Kononenko, Ciril Grošelj -- The use of prediction reliability estimates on imbalanced datasets: a case study of wall shear stress in the human carotid artery bifurcation / Domen Košir, Zoran Bosnic, Igor Kononenko -- Pattern mining for outbreak discovery preparedness / Zalizah Awang Long ... [et al.] -- 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 decision-making within a chronic disease: a framework for automatic generation of alerts and KPIs / Leonor Teixeira, Vasco Saavedra, João Pedro Simões -- Identification of motor functions based on an EEG analysis / Aleš Belic, 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 / Juan I. Alonso-Barba ... [et al.] -- Natural language processing and machine learning techniques help achieve a better medical practice / Oana Frunza -- Modeling interpretable fuzzy rule-based classifiers for medical decision support / Jose M. Alonso, Ciro Castiello, Corrado Mencar -- 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
Year of publication: |
2012
|
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Other Persons: | Magdalena Benedito, Rafael (contributor) |
Institutions: | IGI Global (contributor) |
Publisher: |
Hershey, Pa : IGI Global (701 E. Chocolate Avenue, Hershey, Pennsylvania, 17033, USA) |
Description of contents: |
"This book explores the potential of utilizing medical data through the implementation of developed models in practical applications"--Provided by publisher.
|
Saved in:
Online Resource
Extent: | Online-Ressource(electronic texts (308 p.)) |
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Type of publication: | Book / Working Paper |
Language: | English |
Notes: | Includes bibliographical references Restricted to subscribers or individual electronic text purchasers Mode of access: World Wide Web Also available in print. |
ISBN: | 978-1-4666-1804-6 ; 978-1-4666-1803-9 ; 1-4666-1803-5 ; 978-1-4666-1805-3 ; 1-4666-1803-5 ; 978-1-4666-1803-9 |
Other identifiers: | 10.4018/978-1-4666-1803-9 [DOI] |
Source: | ECONIS - Online Catalogue of the ZBW |
Persistent link: https://www.econbiz.de/10011727449
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