04116nam 22007335 450 991041193620332120200922143152.0981-15-5199-510.1007/978-981-15-5199-4(CKB)4100000011325709(DE-He213)978-981-15-5199-4(MiAaPQ)EBC6264129(PPN)250224399(EXLCZ)99410000001132570920200702d2020 u| 0engurnn|008mamaatxtrdacontentcrdamediacrrdacarrierMedical Imaging and Computer-Aided Diagnosis Proceeding of 2020 International Conference on Medical Imaging and Computer-Aided Diagnosis (MICAD 2020) /edited by Ruidan Su, Han Liu1st ed. 2020.Singapore :Springer Singapore :Imprint: Springer,2020.1 online resource (XI, 244 p. 107 illus., 76 illus. in color.) Lecture Notes in Electrical Engineering,1876-1100 ;633Includes index.981-15-5198-7 Optical 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.This 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. .Lecture Notes in Electrical Engineering,1876-1100 ;633Biomedical engineeringSignal processingImage processingSpeech processing systemsOptical data processingPattern recognitionRadiologyBiomedical Engineering and Bioengineeringhttps://scigraph.springernature.com/ontologies/product-market-codes/T2700XSignal, Image and Speech Processinghttps://scigraph.springernature.com/ontologies/product-market-codes/T24051Image Processing and Computer Visionhttps://scigraph.springernature.com/ontologies/product-market-codes/I22021Pattern Recognitionhttps://scigraph.springernature.com/ontologies/product-market-codes/I2203XDiagnostic Radiologyhttps://scigraph.springernature.com/ontologies/product-market-codes/H29013Biomedical engineering.Signal processing.Image processing.Speech processing systems.Optical data processing.Pattern recognition.Radiology.Biomedical Engineering and Bioengineering.Signal, Image and Speech Processing.Image Processing and Computer Vision.Pattern Recognition.Diagnostic Radiology.616.07540285Su Ruidanedthttp://id.loc.gov/vocabulary/relators/edtLiu Hanedthttp://id.loc.gov/vocabulary/relators/edtMiAaPQMiAaPQMiAaPQBOOK9910411936203321Medical Imaging and Computer-Aided Diagnosis2522914UNINA