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Proceedings of 2021 International Conference on Medical Imaging and Computer-Aided Diagnosis (MICAD 2021) : Medical Imaging and Computer-Aided Diagnosis / / edited by Ruidan Su, Yu-Dong Zhang, Han Liu



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Titolo: Proceedings of 2021 International Conference on Medical Imaging and Computer-Aided Diagnosis (MICAD 2021) : Medical Imaging and Computer-Aided Diagnosis / / edited by Ruidan Su, Yu-Dong Zhang, Han Liu Visualizza cluster
Pubblicazione: Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2022
Edizione: 1st ed. 2022.
Descrizione fisica: 1 online resource (XIII, 439 p. 204 illus., 151 illus. in color.)
Disciplina: 610.28
Soggetto topico: Biomedical engineering
Signal processing
Computer vision
Pattern recognition systems
Radiology
Biomedical Engineering and Bioengineering
Digital and Analog Signal Processing
Computer Vision
Automated Pattern Recognition
Persona (resp. second.): SuRuidan
ZhangYu-Dong
LiuChengyu <approximately 1873-1952, >
Nota di contenuto: Medical Imaging -- Computer Aided Detection/Diagnosis -- Machine learning and Deep learning -- Others.
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. 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. .
Titolo autorizzato: Proceedings of 2021 International Conference on Medical Imaging and Computer-Aided Diagnosis (MICAD 2021)  Visualizza cluster
ISBN: 981-16-3879-9
981-16-3880-2
Formato: Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione: Inglese
Record Nr.: 9910743262803321
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Serie: Lecture Notes in Electrical Engineering, . 1876-1119 ; ; 784