Computer-Aided Diagnosis (CAD) Tools and Applications for 3D Medical Imaging, Volume 136 in the Advances in Computers series, presents detailed coverage of innovations in computer hardware, software, theory, design, and applications. Chapters in this updated release include Introduction to Computer-aided diagnosis (CAD) tools and applications, Enhancement of three-dimensional medical images, Machine Learning Based Techniques for Computer Aided Diagnosis, AI-based image processing techniques for the automatic segmentation of human organs, Watermarking over medical images, Compressive Sensing for 3D Medical Image Compression, and more.
Additional chapters cover Image encryption of medical images, Image Registration for 3D Medical Images, Texture-based computations for processing volumetric dental image, Language Processing in the Brain :an fMRI Study, Research challenges and emerging futuristic evolution for 3D medical image processing, Software based medical image analysis, and Automated 3D Visualization and Volume Estimation of Hepatic Structures for Treatment Planning of Hepatocellular Carcinoma.
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Preface
Abhishek Gupta, Bala Chakravarthy Neelapu and Shailendra Singh Rana
Dedication
Abhishek Gupta
1. Introduction to Computer-aided diagnosis (CAD) tools and applications
Deo Prakash and Abhishek Gupta
2. Enhancement of three-dimensional medical images
J Sivaraman, B. Dhananjay, C.K. Narayanappa, B.V. Hiremath, P. Ravi, M. Lakshminarayana and Bala Chakravarthy Neelapu
3. Machine Learning Based Techniques for Computer Aided Diagnosis
M. Lakshminarayana, B. Dhananjay, B.V. Hiremath, C.K. Narayanappa, Bala Chakravarthy Neelapu and J Sivaraman
4. AI-based image processing techniques for the automatic segmentation of human organs
Surbhi Gupta and Apeksha Koul
5. Watermarking over medical images
Payal Maken, Abhishek Gupta and Shailendra Singh Rana
6. Compressive Sensing for 3D Medical Image Compression
Nand Kishor Gupta and Vivek Upadhyaya
7. Image encryption of medical images
Mohit Pandey and Abhishek Gupta
8. Image Registration for 3D Medical Images
Rekha R. Nair and Tina Babu
9. Texture-based computations for processing volumetric dental image
Kishore Singh Patel, Sameer Kumar Verma, B. Kiran Naik and Bala Chakravarthy Neelapu
10. Language Processing in the Brain :an fMRI Study
Ashish Ranjan and Vibhav Prakash Singh
11. Research challenges and emerging futuristic evolution for 3D medical image processing
Nand Kishor Gupta and Vivek Upadhyaya
12. Software based medical image analysis
Malvika Ashok and Abhishek Gupta
13. Automated 3D Visualization and Volume Estimation of Hepatic Structures for Treatment Planning of Hepatocellular Carcinoma
Lakshmipriya B, Biju Pottakkat, Ramkumar G and Jayanthi K
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Provides detailed coverage of innovations in computer hardware, software, theory, design and applications, with this release focusing on Computer-Aided Diagnosis and tools
Provides in-depth surveys and tutorials on new computer technology, with this release focusing on Computer-Aided Diagnosis
Presents well-known authors and researchers in the field
Includes volumes that are devoted to single themes or subfields of computer science
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Produktdetaljer
ISBN
9780323988575
Publisert
2025-01-20
Utgiver
Vendor
Academic Press Inc
Vekt
450 gr
Høyde
229 mm
Bredde
152 mm
Aldersnivå
P, 06
Språk
Product language
Engelsk
Format
Product format
Innbundet
Antall sider
750
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