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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, humancomputer interaction, databases, and performance evaluation.
- Format: Pocket/Paperback
- ISBN: 9789811552014
- Språk: Engelska
- Antal sidor: 244
- Utgivningsdatum: 2021-07-03
- Förlag: Springer Verlag, Singapore