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010   $a981-13-1825-5
024 7 $a10.1007/978-981-13-1825-2
035   $a(CKB)4100000008876593
035   $a(DE-He213)978-981-13-1825-2
035   $a(MiAaPQ)EBC5811719
035   $a(PPN)238486257
035   $a(EXLCZ)994100000008876593
100   $a20190705d2019      u|         0
101 0 $aeng
135   $aurnn|008mamaa
181   $ctxt$2rdacontent
182   $cc$2rdamedia
183   $acr$2rdacarrier
200 10$aRetinal Optical Coherence Tomography Image Analysis /$fedited by Xinjian Chen, Fei Shi, Haoyu Chen
205   $a1st ed. 2019.
210  1$aSingapore :$cSpringer Singapore :$cImprint: Springer,$d2019.
215   $a1 online resource (XI, 385 p. 189 illus., 156 illus. in color.) 
225 1 $aBiological and Medical Physics, Biomedical Engineering,$x1618-7210
311   $a981-13-1824-7 
327   $aClinical applications of retinal optical coherence tomography -- Fundamentals of optical coherence tomography -- Speckle noise reduction and enhancement for OCT images -- Reconstruction of retinal OCT images with sparse representation -- Segmentation of OCT scans using probabilistic graphical models -- Diagnostic capability of optical coherence tomography based quantitative analysis for various eye diseases and additional factors affecting morphological measurements -- Quantitative analysis of retinal layers' optical intensities based on optical coherence tomography -- Segmentation of optic disc and cup-to-disc ratio quantification based on OCT scans -- Choroidal OCT analytics -- Layer segmentation and analysis for retina with diseases -- Segmentation and visualization of drusen and geographic atrophy in SD-OCT images -- Segmentation of symptomatic exudate-associated derangements in 3D OCT images -- Modeling and prediction of chroidal neovascularization growth based on longitudinal OCT scans.
330   $aThis book introduces the latest optical coherence tomography (OCT) imaging and computerized automatic image analysis techniques, and their applications in the diagnosis and treatment of retinal diseases. Discussing the basic principles and the clinical applications of OCT imaging, OCT image preprocessing, as well as the automatic detection and quantitative analysis of retinal anatomy and pathology, it includes a wealth of clinical OCT images, and state-of-the-art research that applies novel image processing, pattern recognition and machine learning methods to real clinical data. It is a valuable resource for researchers in both medical image processing and ophthalmic imaging.
410  0$aBiological and Medical Physics, Biomedical Engineering,$x1618-7210
606   $aLasers
606   $aPhotonics
606   $aMedical physics
606   $aRadiation
606   $aBiomedical engineering
606   $aOptical data processing
606   $aRadiology
606   $aOphthalmology
606   $aOptics, Lasers, Photonics, Optical Devices$3https://scigraph.springernature.com/ontologies/product-market-codes/P31030
606   $aMedical and Radiation Physics$3https://scigraph.springernature.com/ontologies/product-market-codes/P27060
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   $aImaging / Radiology$3https://scigraph.springernature.com/ontologies/product-market-codes/H29005
606   $aOphthalmology$3https://scigraph.springernature.com/ontologies/product-market-codes/H44004
615  0$aLasers.
615  0$aPhotonics.
615  0$aMedical physics.
615  0$aRadiation.
615  0$aBiomedical engineering.
615  0$aOptical data processing.
615  0$aRadiology.
615  0$aOphthalmology.
615 14$aOptics, Lasers, Photonics, Optical Devices.
615 24$aMedical and Radiation Physics.
615 24$aBiomedical Engineering and Bioengineering.
615 24$aComputer Imaging, Vision, Pattern Recognition and Graphics.
615 24$aImaging / Radiology.
615 24$aOphthalmology.
676   $a621.36
702   $aChen$b Xinjian$4edt$4http://id.loc.gov/vocabulary/relators/edt
702   $aShi$b Fei$4edt$4http://id.loc.gov/vocabulary/relators/edt
702   $aChen$b Haoyu$4edt$4http://id.loc.gov/vocabulary/relators/edt
906   $aBOOK
912   $a9910350228303321
996   $aRetinal Optical Coherence Tomography Image Analysis$91873775
997   $aUNINA