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

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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
Opac:	Controlla la disponibilità qui

Serie: Lecture Notes in Electrical Engineering, . 1876-1100 ; ; 633

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