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Proceedings of 2023 International Conference on Medical Imaging and Computer-Aided Diagnosis (MICAD 2023) : Medical Imaging and Computer-Aided Diagnosis / edited by Ruidan Su, Yu-Dong Zhang, Alejandro F. Frangi.
Springer Nature - Springer Computer Science eBooks 2024 English International Available online
View online- Format:
- Book
- Author/Creator:
- Ruidan, Su.
- Series:
- Lecture Notes in Electrical Engineering, 1876-1119 ; 1166
- Language:
- English
- Subjects (All):
- Image processing--Digital techniques.
- Image processing.
- Computer vision.
- Application software.
- Computer Imaging, Vision, Pattern Recognition and Graphics.
- Computer and Information Systems Applications.
- Local Subjects:
- Computer Imaging, Vision, Pattern Recognition and Graphics.
- Computer and Information Systems Applications.
- Physical Description:
- 1 online resource (414 pages)
- Edition:
- 1st ed. 2024.
- Place of Publication:
- Singapore : Springer Nature Singapore : Imprint: Springer, 2024.
- Summary:
- 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.
- Contents:
- Medical Imaging
- Computer Aided Detection/Diagnosis
- Machine learning and Deep learning
- Others.
- Notes:
- Description based on publisher supplied metadata and other sources.
- ISBN:
- 9789819713356
- 9819713358
- OCLC:
- 1425791500
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