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.
- ISBN:
- 9789811638824
- 9789811638824
-
Category:
- Biomedical engineering
- Format:
- Paperback
- Publication Date:
-
16-08-2022
- Publisher:
- Springer Verlag, Singapore
- Country of origin:
- Singapore
- Pages:
- 439
- Dimensions (mm):
- 235x155mm
- Weight:
- 0.69kg
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