04037nam 22007215 450 991049709180332120211006043813.0981-16-3880-210.1007/978-981-16-3880-0(CKB)4100000011999730(DE-He213)978-981-16-3880-0(MiAaPQ)EBC6702927(Au-PeEL)EBL6702927(EXLCZ)99410000001199973020210814d2022 u| 0engurnn|008mamaatxtrdacontentcrdamediacrrdacarrierProceedings of 2021 International Conference on Medical Imaging and Computer-Aided Diagnosis (MICAD 2021)[electronic resource] Medical Imaging and Computer-Aided Diagnosis /edited by Ruidan Su, Yu-Dong Zhang, Han Liu1st ed. 2022.Singapore :Springer Singapore :Imprint: Springer,2022.1 online resource (XIII, 439 p. 204 illus., 151 illus. in color.) Lecture Notes in Electrical Engineering,1876-1119 ;784981-16-3879-9 Medical Imaging -- Computer Aided Detection/Diagnosis -- Machine learning and Deep learning -- Others.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. 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. .Lecture Notes in Electrical Engineering,1876-1119 ;784Biomedical 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/I2203XImaging / Radiologyhttps://scigraph.springernature.com/ontologies/product-market-codes/H29005Electronic books.Biomedical 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.Imaging / Radiology.610.28Su Ruidanedthttp://id.loc.gov/vocabulary/relators/edtZhang Yu-Dongedthttp://id.loc.gov/vocabulary/relators/edtLiu Hanedthttp://id.loc.gov/vocabulary/relators/edtMiAaPQBOOK9910497091803321Proceedings of 2021 International Conference on Medical Imaging and Computer-Aided Diagnosis (MICAD 2021)1916525UNINA