Computational Medicine in Data Mining and Modeling
Editat de Goran Rakocevic, Tijana Djukic, Nenad Filipovic, Veljko Milutinovićen Limba Engleză Paperback – 23 aug 2016
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Specificații
ISBN-13: 9781493948345
ISBN-10: 1493948342
Pagini: 386
Ilustrații: X, 376 p. 171 illus., 128 illus. in color.
Dimensiuni: 155 x 235 x 20 mm
Greutate: 0.59 kg
Ediția:Softcover reprint of the original 1st ed. 2013
Editura: Springer
Colecția Springer
Locul publicării:New York, NY, United States
ISBN-10: 1493948342
Pagini: 386
Ilustrații: X, 376 p. 171 illus., 128 illus. in color.
Dimensiuni: 155 x 235 x 20 mm
Greutate: 0.59 kg
Ediția:Softcover reprint of the original 1st ed. 2013
Editura: Springer
Colecția Springer
Locul publicării:New York, NY, United States
Cuprins
Mining Clinical Data.- Applications of probabilistic and related logics to decision support in medicine.- Transforming electronic medical books to diagnostic decision support systems using relational database management systems.- Text mining in medicine.- A primer on information theory, with applications to neuroscience.- Machine Learning based Imputation of Missing SNP Genotypes in SNP Genotype Arrays.- Computer modeling of atherosclerosis.- Particle dynamics and design of nano-drug delivery systems.- Computational Modeling of Ultrasound Wave Propagation in Bone.
Caracteristici
Explains the latest cross-disciplinary research based on synergy of results that can be obtained with the different described approaches Demonstrates applications of data mining to the medical domain Includes case studies that illustrate imaging techniques