03344nam 22006015 450 991079923500332120231219204758.0978981166775610.1007/978-981-16-6775-6(CKB)29437167100041(MiAaPQ)EBC31027865(Au-PeEL)EBL31027865(OCoLC)1415895038(DE-He213)978-981-16-6775-6(EXLCZ)992943716710004120231219d2023 u| 0engur|||||||||||txtrdacontentcrdamediacrrdacarrierMedical Imaging and Computer-Aided Diagnosis[electronic resource] Proceedings of 2022 International Conference on Medical Imaging and Computer-Aided Diagnosis (MICAD 2022) /edited by Ruidan Su, Yudong Zhang, Han Liu, Alejandro F Frangi1st ed. 2023.Singapore :Springer Nature Singapore :Imprint: Springer,2023.1 online resource (567 pages)Lecture Notes in Electrical Engineering,1876-1119 ;8109789811667749 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 -- 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.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,1876-1119 ;810Biomedical engineeringSignal processingComputer visionBiomedical Engineering and BioengineeringDigital and Analog Signal ProcessingComputer VisionBiomedical engineering.Signal processing.Computer vision.Biomedical Engineering and Bioengineering.Digital and Analog Signal Processing.Computer Vision.616.0754Su Ruidan1585687Zhang Yudong950777Liu Han665835F Frangi Alejandro1585688MiAaPQMiAaPQMiAaPQ9910799235003321Medical Imaging and Computer-Aided Diagnosis3871206UNINA