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020 _a9789811638800
024 7 _a10.1007/978-981-16-3880-0
_2doi
040 _aTR-AnTOB
_beng
_erda
_cTR-AnTOB
041 _aeng
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245 1 0 _aProceedings of 2021 International Conference on Medical Imaging and Computer-Aided Diagnosis (MICAD 2021)
_h[electronic resource] :
_bMedical Imaging and Computer-Aided Diagnosis /
_cedited by Ruidan Su, Yu-Dong Zhang, Han Liu.
250 _a1st ed. 2022.
264 1 _aSingapore :
_bSpringer Nature Singapore :
_bImprint: Springer,
_c2022.
300 _a1 online 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 ;
_v784
505 0 _aMedical Imaging -- Computer Aided Detection/Diagnosis -- Machine learning and Deep learning -- Others.
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. Also there will be a special track on computer-aided diagnosis on COVID-19 by CT and X-rays images. 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.
650 0 _aSignal processing.
650 0 _aComputer vision.
650 0 _aPattern recognition systems.
650 0 _aRadiology.
650 1 4 _aBiomedical Engineering and Bioengineering.
650 2 4 _aDigital and Analog Signal Processing.
650 2 4 _aComputer Vision.
650 2 4 _aAutomated Pattern Recognition.
650 2 4 _aRadiology.
653 0 _aDiagnosis -- Data processing -- Congresses
653 0 _aDiagnostic imaging -- Data processing -- Congresses
700 1 _aSu, Ruidan.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aZhang, Yu-Dong.
_eeditor.
_0(orcid)0000-0002-4870-1493
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aLiu, Han.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
710 2 _aSpringerLink (Online service)
830 0 _aLecture Notes in Electrical Engineering,
_x1876-1119 ;
_v784
856 4 0 _uhttps://doi.org/10.1007/978-981-16-3880-0
_3Springer eBooks
_zOnline access link to the resource
942 _2NLM
_cEBK