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020 _a9789811551994
_9978-981-15-5199-4
024 7 _a10.1007/978-981-15-5199-4
_2doi
050 4 _aR856-857
072 7 _aMQW
_2bicssc
072 7 _aTEC059000
_2bisacsh
072 7 _aMQW
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082 0 4 _a610.28
_223
245 1 0 _aMedical Imaging and Computer-Aided Diagnosis
_h[electronic resource] :
_bProceeding of 2020 International Conference on Medical Imaging and Computer-Aided Diagnosis (MICAD 2020) /
_cedited by Ruidan Su, Han Liu.
250 _a1st ed. 2020.
264 1 _aSingapore :
_bSpringer Nature Singapore :
_bImprint: Springer,
_c2020.
300 _aX, 244 p. 107 illus., 76 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aLecture Notes in Electrical Engineering,
_x1876-1119 ;
_v633
505 0 _aOptical and Photo-acoustic Imaging -- Image Analysis and Signal Processing -- Shape Representation and Analysis -- Image Reconstruction -- Imaging and Genomics -- Image Guided Surgery -- Image-Guided Interventions and Surgery -- Segmentation -- Pattern recognition -- Feature extraction -- Classifier design -- Machine learning including deep learning -- Radiomics -- CAD workstation design -- Human-computer interaction.
520 _aThis book covers virtually all aspects of image formation in medical imaging, including systems based on ionizing radiation (x-rays, gamma rays) and non-ionizing techniques (ultrasound, optical, thermal, magnetic resonance, and magnetic particle imaging) alike. In addition, it discusses the development and application of computer-aided detection and diagnosis (CAD) systems in medical imaging. Given its coverage, the book provides both a forum and valuable resource for researchers involved in image formation, experimental methods, image performance, segmentation, pattern recognition, feature extraction, classifier design, machine learning / deep learning, radiomics, CAD workstation design, human–computer interaction, databases, and performance evaluation. .
650 0 _aBiomedical engineering.
_93292
650 0 _aSignal processing.
_94052
650 0 _aComputer vision.
_935268
650 0 _aPattern recognition systems.
_93953
650 0 _aRadiology.
_932514
650 1 4 _aBiomedical Engineering and Bioengineering.
_931842
650 2 4 _aSignal, Speech and Image Processing .
_931566
650 2 4 _aComputer Vision.
_935269
650 2 4 _aAutomated Pattern Recognition.
_931568
650 2 4 _aRadiology.
_932514
700 1 _aSu, Ruidan.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_935270
700 1 _aLiu, Han.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_935271
710 2 _aSpringerLink (Online service)
_935272
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9789811551987
776 0 8 _iPrinted edition:
_z9789811552007
776 0 8 _iPrinted edition:
_z9789811552014
830 0 _aLecture Notes in Electrical Engineering,
_x1876-1119 ;
_v633
_935273
856 4 0 _uhttps://doi.org/10.1007/978-981-15-5199-4
912 _aZDB-2-ENG
912 _aZDB-2-SXE
942 _cEBK
999 _c75761
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