Overview
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.
- | Author: Ruidan Su, Yu-Dong Zhang, Alejandro F. Frangi
- | Publisher: Springer
- | Publication Date: Mar 06, 2024
- | Number of Pages: NA pages
- | Language: English
- | Binding: Hardcover
- | ISBN-10: 981971334X
- | ISBN-13: 9789819713349