000			03187cam a2200229 a 4500
020			_a9781466618039 (hardcover)
020			_a1466618035 (hardcover)
020			_a9781466618039
020			_a9781466618053 (print & perpetual access)
020			_a1466618051 (print & perpetual access)
050	0	0	_aMED R858 _b.M396
245	0	0	_aMedical applications of intelligent data analysis :
260			_aHershey, PA : _bInformation Science Reference, _c2012.
300			_axxiii, 348 p. : _bill. ;
505	0		_aIntelligent 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 ... [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.
520			_a"This book explores the potential of utilizing medical data through the implementation of developed models in practical applications"--
650		0	_aMedical informatics.
650	1	2	_aDecision Support Systems, Clinical.
650	2	2	_aKnowledge Bases.
700	1		_aMagdalena Benedito, Rafael,
942			_cBK
999			_c11591 _d11591