03439nam 22005895 450 991029988320332120200701042345.03-319-65981-210.1007/978-3-319-65981-7(CKB)4100000001041095(DE-He213)978-3-319-65981-7(MiAaPQ)EBC5145425(PPN)221252908(EXLCZ)99410000000104109520171113d2018 u| 0engurnn|008mamaatxtrdacontentcrdamediacrrdacarrierClassification in BioApps Automation of Decision Making /edited by Nilanjan Dey, Amira S. Ashour, Surekha Borra1st ed. 2018.Cham :Springer International Publishing :Imprint: Springer,2018.1 online resource (XIII, 447 p. 228 illus., 123 illus. in color.) Lecture Notes in Computational Vision and Biomechanics,2212-9391 ;263-319-65980-4 Includes bibliographical references at the end of each chapters.This book on classification in biomedical image applications presents original and valuable research work on advances in this field, which covers the taxonomy of both supervised and unsupervised models, standards, algorithms, applications and challenges. Further, the book highlights recent scientific research on artificial neural networks in biomedical applications, addressing the fundamentals of artificial neural networks, support vector machines and other advanced classifiers, as well as their design and optimization. In addition to exploring recent endeavours in the multidisciplinary domain of sensors, the book introduces readers to basic definitions and features, signal filters and processing, biomedical sensors and automation of biomeasurement systems. The target audience includes researchers and students at engineering and medical schools, researchers and engineers in the biomedical industry, medical doctors and healthcare professionals.Lecture Notes in Computational Vision and Biomechanics,2212-9391 ;26Biomedical engineeringOptical data processingPharmaceutical technologyBiomedical Engineering and Bioengineeringhttps://scigraph.springernature.com/ontologies/product-market-codes/T2700XComputer Imaging, Vision, Pattern Recognition and Graphicshttps://scigraph.springernature.com/ontologies/product-market-codes/I22005Pharmaceutical Sciences/Technologyhttps://scigraph.springernature.com/ontologies/product-market-codes/B21010Biomedical engineering.Optical data processing.Pharmaceutical technology.Biomedical Engineering and Bioengineering.Computer Imaging, Vision, Pattern Recognition and Graphics.Pharmaceutical Sciences/Technology.616.0750285Dey Nilanjanedthttp://id.loc.gov/vocabulary/relators/edtAshour Amira Sedthttp://id.loc.gov/vocabulary/relators/edtBorra Surekhaedthttp://id.loc.gov/vocabulary/relators/edtMiAaPQMiAaPQMiAaPQBOOK9910299883203321Classification in BioApps2540617UNINA