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020 _a9789811677717
024 7 _a10.1007/978-981-16-7771-7
_2doi
040 _aES-MaUEC
_bspa
_cES-MaUEC
_dES-MaUEC
050 4 _aR859.7.A78
_b2022 EB
245 0 0 _aIntelligent Vision in Healthcare
_cedited by Mukesh Saraswat, Harish Sharma, Karm Veer Arya
250 _aFirst edition 2022
264 1 _aSingapore
_bSpringer International Publishing
_c2022
300 _a1 recurso en línea (XIII, 151 páginas)
_b65 ilustraciones, 49 ilustraciones a color
336 _2rdacontent
_aTexto
_btxt
337 _2rdamedia
_aelectrónico
_bc
338 _2rdacarrier
_arecurso electrónico
_bcr
347 _aarchivo de texto
_bPDF
490 0 _aStudies in Autonomic Data-driven and Industrial Computing
_x2730-6445
505 0 _aIntelligent Vision in Healthcare -- Diagnosis of Covid-19 in X-ray and CT Images Using Online Clustering Framework -- Unsupervised Deep Learning Approach for the Identification of Intracranial haemorrhage in CT images using PCA-Net and K-Means algorithm -- Automatic segmentation of optic cup and optic disc using MultiResUnet for Glaucoma classification from fundus image -- A Framework to Classify the Calcification Region from USG Images of Thyroid Nodules -- Predicting Heart Disease with Multiple Classifiers.
520 _aThis book focuses on various aspects of computer vision applications in the field of healthcare. It covers new tools and technologies in some of the important areas of medical science like histopathological image analysis, cancer taxonomy, use of deep learning architecture dental care, and many more. Furthermore, this book reviews and discusses the use of intelligent learning-based algorithms for increasing the precision in medical domain. The book discusses different computer vision algorithms which are useful in various industries and day-to-day life. It also highlights many challenges faced by research community, like view point variations, scale variations, illumination variations, multi-modalities, and noise.
988 _aSpringer_Robotics_2022
650 7 _2embne
_9421371
_aInteligencia artificial en medicina
650 7 _2embne
_9167079
_aSistemas de imágenes en medicina
650 7 _2embne
_9166090
_aAprendizaje automático
700 1 _aSaraswat, Mukesh
_eeditor literario
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aSharma, Harish
_eeditor literario
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aArya, Karm Veer
_eeditor literario
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
776 0 8 _iPrinted edition:
_z9789811677700
776 0 8 _iPrinted edition:
_z9789811677724
776 0 8 _iPrinted edition:
_z9789811677731
856 4 0 _uhttps://go.openathens.net/redirector/universidadeuropea.es?url=https://doi.org/10.1007/978-981-16-7771-7
_zAcceso a este recurso digital (usuarios Universidad Europea de Madrid)
942 _2lcc
_cLE
_n0
998 _b04/2022
_dz
_esc
_zSI