Medical imaging and computer-aided diagnosis proceedings of 2022 international conference on medical imaging and computer-aided diagnosis (MICAD 2022)
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.- COVID-19 image processing.- Segmentation.- Pattern recognition.- Feature extra...
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| Weitere Verfasser: | , , , |
| Format: | UnknownFormat |
| Sprache: | eng |
| Veröffentlicht: |
Singapore
Springer
2023
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| Schriftenreihe: | Lecture notes in electrical engineering
volume 810 |
| Schlagworte: |
Biomedical engineering
> Biomedizinische Technik
> COMPUTERS / Computer Graphics / General
> Digitale Signalverarbeitung (DSP)
> Elektronik
> Image processing
> Imaging systems & technology
> Maschinelles Sehen, Bildverstehen
> TECHNOLOGY & ENGINEERING / Biomedical
> TECHNOLOGY & ENGINEERING / Electronics / General
> Konferenzschrift
> Bildgebendes Verfahren
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| Zusammenfassung: | 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.- COVID-19 image processing.- Segmentation.- Pattern recognition.- Feature extraction.- Classifier design.- Machine learning including deep learning.- Radiomics.- CAD workstation design.- Human-computer interaction.- Computer Aided Diagnosis on COVID-19. 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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| Beschreibung: | Literaturangaben |
| Beschreibung: | xv, 584 Seiten Illustrationen, Diagramme |
| ISBN: | 9789811667749 978-981-16-6774-9 |