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.
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.
Table of Contents
PrefaceAbhishek 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
