LEADER 03344nam 22006015 450 001 9910799235003321 005 20231219204758.0 010 $a9789811667756 024 7 $a10.1007/978-981-16-6775-6 035 $a(CKB)29437167100041 035 $a(MiAaPQ)EBC31027865 035 $a(Au-PeEL)EBL31027865 035 $a(OCoLC)1415895038 035 $a(DE-He213)978-981-16-6775-6 035 $a(EXLCZ)9929437167100041 100 $a20231219d2023 u| 0 101 0 $aeng 135 $aur||||||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aMedical Imaging and Computer-Aided Diagnosis$b[electronic resource] $eProceedings of 2022 International Conference on Medical Imaging and Computer-Aided Diagnosis (MICAD 2022) /$fedited by Ruidan Su, Yudong Zhang, Han Liu, Alejandro F Frangi 205 $a1st ed. 2023. 210 1$aSingapore :$cSpringer Nature Singapore :$cImprint: Springer,$d2023. 215 $a1 online resource (567 pages) 225 1 $aLecture Notes in Electrical Engineering,$x1876-1119 ;$v810 311 08$a9789811667749 327 $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 -- COVID-19 image processing -- Segmentation -- Pattern recognition -- Feature extraction -- Classifier design -- Machine learning including deep learning -- Radiomics -- CAD workstation design -- Human-computer interaction -- Computer Aided Diagnosis on COVID-19. 330 $aThis book covers virtually all aspects of image formation in medical imaging, including systems based on ionizing radiation (x-rays, gamma rays) and non-ionizing techniques (ultrasound, optical, thermal, magnetic resonance, and magnetic particle imaging) alike. In addition, it discusses the development and application of computer-aided detection and diagnosis (CAD) systems in medical imaging. Given its coverage, the book provides both a forum and valuable resource for researchers involved in image formation, experimental methods, image performance, segmentation, pattern recognition, feature extraction, classifier design, machine learning / deep learning, radiomics, CAD workstation design, human?computer interaction, databases, and performance evaluation. . 410 0$aLecture Notes in Electrical Engineering,$x1876-1119 ;$v810 606 $aBiomedical engineering 606 $aSignal processing 606 $aComputer vision 606 $aBiomedical Engineering and Bioengineering 606 $aDigital and Analog Signal Processing 606 $aComputer Vision 615 0$aBiomedical engineering. 615 0$aSignal processing. 615 0$aComputer vision. 615 14$aBiomedical Engineering and Bioengineering. 615 24$aDigital and Analog Signal Processing. 615 24$aComputer Vision. 676 $a616.0754 700 $aSu$b Ruidan$01585687 701 $aZhang$b Yudong$0950777 701 $aLiu$b Han$0665835 701 $aF Frangi$b Alejandro$01585688 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 912 $a9910799235003321 996 $aMedical Imaging and Computer-Aided Diagnosis$93871206 997 $aUNINA