书目名称 | Natural User Interfaces in Medical Image Analysis |
副标题 | Cognitive Analysis o |
编辑 | Marek R. Ogiela,Tomasz Hachaj |
视频video | |
概述 | Introduces an advanced cognitive approach for semantic image interpretation and computer-aided diagnosis.Presents examples of 3D analyses and high quality real-time visualizations of brain and neck st |
丛书名称 | Advances in Computer Vision and Pattern Recognition |
图书封面 |  |
描述 | This unique text/reference highlights a selection of practical applications of advanced image analysis methods for medical images. The book covers the complete methodology for processing, analysing and interpreting diagnostic results of sample CT images. The text also presents significant problems related to new approaches and paradigms in image understanding and semantic image analysis. To further engage the reader, example source code is provided for the implemented algorithms in the described solutions. Features: describes the most important methods and algorithms used for image analysis; examines the fundamentals of cognitive computer image analysis for computer-aided diagnosis and semantic image description; presents original approaches for the semantic analysis of CT perfusion and CT angiography images of the brain and carotid artery; discusses techniques for creating 3D visualisations of large datasets; reviews natural user interfaces in medical imaging systems, including GDL technology. |
出版日期 | Book 2015 |
关键词 | Cognitive Informatics; Image Interpretation; Medical Image Analysis; Medical Structure Reconstruction a |
版次 | 1 |
doi | https://doi.org/10.1007/978-3-319-07800-7 |
isbn_softcover | 978-3-319-37700-1 |
isbn_ebook | 978-3-319-07800-7Series ISSN 2191-6586 Series E-ISSN 2191-6594 |
issn_series | 2191-6586 |
copyright | Springer International Publishing Switzerland 2015 |