LEADER 03439nam 22005895 450 001 9910299883203321 005 20200701042345.0 010 $a3-319-65981-2 024 7 $a10.1007/978-3-319-65981-7 035 $a(CKB)4100000001041095 035 $a(DE-He213)978-3-319-65981-7 035 $a(MiAaPQ)EBC5145425 035 $a(PPN)221252908 035 $a(EXLCZ)994100000001041095 100 $a20171113d2018 u| 0 101 0 $aeng 135 $aurnn|008mamaa 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aClassification in BioApps $eAutomation of Decision Making /$fedited by Nilanjan Dey, Amira S. Ashour, Surekha Borra 205 $a1st ed. 2018. 210 1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2018. 215 $a1 online resource (XIII, 447 p. 228 illus., 123 illus. in color.) 225 1 $aLecture Notes in Computational Vision and Biomechanics,$x2212-9391 ;$v26 311 $a3-319-65980-4 320 $aIncludes bibliographical references at the end of each chapters. 330 $aThis book on classification in biomedical image applications presents original and valuable research work on advances in this field, which covers the taxonomy of both supervised and unsupervised models, standards, algorithms, applications and challenges. Further, the book highlights recent scientific research on artificial neural networks in biomedical applications, addressing the fundamentals of artificial neural networks, support vector machines and other advanced classifiers, as well as their design and optimization. In addition to exploring recent endeavours in the multidisciplinary domain of sensors, the book introduces readers to basic definitions and features, signal filters and processing, biomedical sensors and automation of biomeasurement systems. The target audience includes researchers and students at engineering and medical schools, researchers and engineers in the biomedical industry, medical doctors and healthcare professionals. 410 0$aLecture Notes in Computational Vision and Biomechanics,$x2212-9391 ;$v26 606 $aBiomedical engineering 606 $aOptical data processing 606 $aPharmaceutical technology 606 $aBiomedical Engineering and Bioengineering$3https://scigraph.springernature.com/ontologies/product-market-codes/T2700X 606 $aComputer Imaging, Vision, Pattern Recognition and Graphics$3https://scigraph.springernature.com/ontologies/product-market-codes/I22005 606 $aPharmaceutical Sciences/Technology$3https://scigraph.springernature.com/ontologies/product-market-codes/B21010 615 0$aBiomedical engineering. 615 0$aOptical data processing. 615 0$aPharmaceutical technology. 615 14$aBiomedical Engineering and Bioengineering. 615 24$aComputer Imaging, Vision, Pattern Recognition and Graphics. 615 24$aPharmaceutical Sciences/Technology. 676 $a616.0750285 702 $aDey$b Nilanjan$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aAshour$b Amira S$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aBorra$b Surekha$4edt$4http://id.loc.gov/vocabulary/relators/edt 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910299883203321 996 $aClassification in BioApps$92540617 997 $aUNINA