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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

Colaborador(es): Su, Ruidan, editor literario | Liu, Han, editor literario.
Tipo de material: materialTypeLabelE-bookSeries (Lecture Notes in Electrical Engineering, 1876-1100; 633); (Engineering (SpringerNature-11647)); (Engineering (R0) (SpringerNature-43712)).Editor: Singapore : Springer Singapore, 2020Edición: First edition.Descripción: 1 recurso en línea (XI, 244 páginas) : 107 ilustraciones, 76 ilustraciones a color.ISBN: 9789811551994.Tema: Diagnóstico por imagen -- Congresos y asambleasRecursos en línea: Acceso a este recurso digital (usuarios Universidad Europea de Valencia)Digital Resources
Contenidos:
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.
Resumen: 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.
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Existencias
Tipo de ítem Biblioteca actual Colección Signatura topográfica Estado Fecha de vencimiento Código de barras Reserva de ítems
LIBRO-E NO PRÉSTAMO LIBRO-E NO PRÉSTAMO Valencia Digital Acceso Electrónico (UEV) Ciencias de la Salud RC78.7 .D53 2020 EB (Navegar estantería(Abre debajo)) Acceso electrónico
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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.

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.

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