Medical applications of intelligent data analysis research advancements

상세정보

자료유형	단행본
서명/저자사항	Medical applications of intelligent data analysis: research advancements/ Rafael Magdalena-Benedito ... [et al.], editors.
개인저자	Magdalena Benedito, Rafael, 1968-
발행사항	Pennsylvania: Information Science Reference, 2012.
형태사항	xxiii, 348 p.: ill.; 29 cm.
ISBN	9781466618039:
서지주기	Includes bibliographical references and index.
내용주기	Intelligent management of sepsis in the intensive care unit / Vicent J. Ribas, Juan Carlos Ruiz-Rodriguez, 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 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 / 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, Joao Pedro Simoes -- 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 ... [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 / Uan I. Alonso-Barba ... [et al.] -- 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 ... [et al.] -- 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.
요약	"This book explores the potential of utilizing medical data through the implementation of developed models in practical applications"--Provided by publisher.
일반주제명	Decision Support Systems, Clinical. Knowledge Bases.
분류기호(DDC)	610.285
언어	영어