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Medical applications of intelligent data analysis[electronic resource] :research advancements /

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
杜威分類號:	610.285
書名/作者:	Medical applications of intelligent data analysis : research advancements // Rafael Magdalena-Benedito ... [et al.], editors.
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.
標題:	Clinical medicine - Decision making.
標題:	Decision Support Systems, Clinical.
標題:	Knowledge Bases.
ISBN:	9781466618046 (ebook)
ISBN:	9781466618039 (hbk.)
書目註:	Includes bibliographical references.
內容註:	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.
摘要、提要註:	"This book explores the potential of utilizing medical data through the implementation of developed models in practical applications"--Provided by publisher.
電子資源:	http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/978-1-4666-1803-9

Medical applications of intelligent data analysis[electronic resource] :research advancements /
Medical applications of intelligent data analysisresearch 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:

340360
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 analysis[electronic resource] :research advancements /
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300 $a 1 online resource (308 p.) : $b ill.
504 $a Includes bibliographical references.
505 0 $a 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.
506 $a Restricted to subscribers or individual electronic text purchasers.
520 3 $a "This book explores the potential of utilizing medical data through the implementation of developed models in practical applications"--Provided by publisher.
530 $a Also available in print.
538 $a Mode of access: World Wide Web.
650 0 $a Medical informatics. $3 340360
650 0 $a Clinical medicine $x Decision making. $3 488196
650 1 2 $a Decision Support Systems, Clinical. $3 431340
650 2 2 $a Knowledge Bases. $3 571190
700 1 $a Magdalena Benedito, Rafael, $d 1968- $3 480929
856 4 1 $3 Chapter PDFs via platform: $u http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/978-1-4666-1803-9