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Medical applications of intelligent ...
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Magdalena Benedito, Rafael, (1968-)
Medical applications of intelligent data analysisresearch advancements /
紀錄類型:
書目-電子資源 : Monograph/item
正題名/作者:
Medical applications of intelligent data analysisRafael Magdalena-Benedito ... [et al.], editors.
其他題名:
research advancements /
其他作者:
Magdalena Benedito, Rafael,
出版者:
Hershey, Pa. :IGI Global (701 E. Chocolate Avenue, Hershey, Pennsylvania, 17033, USA),c2012.
面頁冊數:
1 online resource (308 p.) :ill.
標題:
Medical informatics.
電子資源:
http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/978-1-4666-1803-9
ISBN:
9781466618046 (ebook)
Medical applications of intelligent data analysisresearch advancements /
Medical applications of intelligent data analysis
research advancements /[electronic resource] :Rafael Magdalena-Benedito ... [et al.], editors. - Hershey, Pa. :IGI Global (701 E. Chocolate Avenue, Hershey, Pennsylvania, 17033, USA),c2012. - 1 online resource (308 p.) :ill.
Includes bibliographical references.
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 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 / Matjaz Kukar, Igor Kononenko, Ciril Groselj -- The use of prediction reliability estimates on imbalanced datasets: a case study of wall shear stress in the human carotid artery bifurcation / Domen Kosir, 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, Joao Pedro Simoes -- Identification of motor functions based on an EEG analysis / Ales 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.
Restricted to subscribers or individual electronic text purchasers.
"This book explores the potential of utilizing medical data through the implementation of developed models in practical applications"--Provided by publisher.
Mode of access: World Wide Web.
ISBN: 9781466618046 (ebook)
LCCN: 2012002868Subjects--Topical Terms:
196487
Medical informatics.
LC Class. No.: R858 / .M43 2012e
Dewey Class. No.: 610.285
National Library of Medicine Call No.: W 26.55.D2 / M489 2012e
Medical applications of intelligent data analysisresearch advancements /
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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 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 / Matjaz Kukar, Igor Kononenko, Ciril Groselj -- The use of prediction reliability estimates on imbalanced datasets: a case study of wall shear stress in the human carotid artery bifurcation / Domen Kosir, 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, Joao Pedro Simoes -- Identification of motor functions based on an EEG analysis / Ales 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.
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http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/978-1-4666-1803-9
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