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Titolo: | Medical Imaging and Computer-Aided Diagnosis : Proceeding of 2020 International Conference on Medical Imaging and Computer-Aided Diagnosis (MICAD 2020) / / edited by Ruidan Su, Han Liu |
Pubblicazione: | Singapore : , : Springer Singapore : , : Imprint : Springer, , 2020 |
Edizione: | 1st ed. 2020. |
Descrizione fisica: | 1 online resource (XI, 244 p. 107 illus., 76 illus. in color.) |
Disciplina: | 616.07540285 |
Soggetto topico: | Biomedical engineering |
Signal processing | |
Image processing | |
Speech processing systems | |
Optical data processing | |
Pattern recognition | |
Radiology | |
Biomedical Engineering and Bioengineering | |
Signal, Image and Speech Processing | |
Image Processing and Computer Vision | |
Pattern Recognition | |
Diagnostic Radiology | |
Persona (resp. second.): | SuRuidan |
LiuHan | |
Note generali: | Includes index. |
Nota di contenuto: | Optical and Photo-acoustic Imaging -- Image Analysis and Signal Processing -- Shape Representation and Analysis -- Image Reconstruction -- Imaging and Genomics -- Image Guided Surgery -- Image-Guided Interventions and Surgery -- Segmentation -- Pattern recognition -- Feature extraction -- Classifier design -- Machine learning including deep learning -- Radiomics -- CAD workstation design -- Human-computer interaction. |
Sommario/riassunto: | 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, human–computer interaction, databases, and performance evaluation. . |
Titolo autorizzato: | Medical Imaging and Computer-Aided Diagnosis |
ISBN: | 981-15-5199-5 |
Formato: | Materiale a stampa |
Livello bibliografico | Monografia |
Lingua di pubblicazione: | Inglese |
Record Nr.: | 9910411936203321 |
Lo trovi qui: | Univ. Federico II |
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