Medical Imaging and Computer-Aided Diagnosis Su, Ruidan. editor. edt http://id.loc.gov/vocabulary/relators/edt Zhang, Yu-Dong. editor. edt http://id.loc.gov/vocabulary/relators/edt Frangi, Alejandro F. editor. edt http://id.loc.gov/vocabulary/relators/edt SpringerLink (Online service) text si 2024 1st ed. 2024. monographic eng

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electronic resource

access XIV, 406 p. 171 illus., 138 illus. in color. online resource. 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. This book includes the state-of-the-art research of computer-aided diagnosis systems with aritificial intelligence. 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. Medical Imaging -- Computer Aided Detection/Diagnosis -- Machine learning and Deep learning -- Others. edited by Ruidan Su, Yu-Dong Zhang, Alejandro F. Frangi. Image processing Digital techniques Computer vision Application software Computer Imaging, Vision, Pattern Recognition and Graphics Computer and Information Systems Applications TA1501-1820 TA1634 9789819713356 https://doi.org/10.1007/978-981-97-1335-6 https://doi.org/10.1007/978-981-97-1335-6 240305 20251030111502.0 978-981-97-1335-6