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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. 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.
ISBN: 9789819713349
Sprache: Englisch
Seitenzahl: 406
Produktart: Gebunden
Herausgeber: Frangi, Alejandro F. Su, Ruidan Zhang, Yu-Dong
Verlag: Springer Singapore
Veröffentlicht: 06.03.2024
Untertitel: Medical Imaging and Computer-Aided Diagnosis
Schlagworte: Artificial Intelligence Big data Computer Aided Diagnosis Machine learning Medical Imaging

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