Computer-Aided Diagnosis (CAD) Tools and Applications for 3D Medical Imaging

Specificaties
Gebonden, blz. | Engels
Elsevier Science | e druk, 2025
ISBN13: 9780323988575
Rubricering
Elsevier Science e druk, 2025 9780323988575
Onderdeel van serie Advances in Computers
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Samenvatting

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.

Specificaties

ISBN13:9780323988575
Taal:Engels
Bindwijze:Gebonden

Inhoudsopgave

Preface<br>Abhishek Gupta, Bala Chakravarthy Neelapu and Shailendra Singh Rana<br>Dedication<br>Abhishek Gupta<br>1. Introduction to Computer-aided diagnosis (CAD) tools and applications<br>Deo Prakash and Abhishek Gupta<br>2. Enhancement of three-dimensional medical images<br>J Sivaraman, B. Dhananjay, C.K. Narayanappa, B.V. Hiremath, P. Ravi, M. Lakshminarayana and Bala Chakravarthy Neelapu<br>3. Machine Learning Based Techniques for Computer Aided Diagnosis<br>M. Lakshminarayana, B. Dhananjay, B.V. Hiremath, C.K. Narayanappa, Bala Chakravarthy Neelapu and J Sivaraman<br>4. AI-based image processing techniques for the automatic segmentation of human organs<br>Surbhi Gupta and Apeksha Koul<br>5. Watermarking over medical images<br>Payal Maken, Abhishek Gupta and Shailendra Singh Rana<br>6. Compressive Sensing for 3D Medical Image Compression<br>Nand Kishor Gupta and Vivek Upadhyaya<br>7. Image encryption of medical images<br>Mohit Pandey and Abhishek Gupta<br>8. Image Registration for 3D Medical Images<br>Rekha R. Nair and Tina Babu<br>9. Texture-based computations for processing volumetric dental image<br>Kishore Singh Patel, Sameer Kumar Verma, B. Kiran Naik and Bala Chakravarthy Neelapu<br>10. Language Processing in the Brain :an fMRI Study<br>Ashish Ranjan and Vibhav Prakash Singh<br>11. Research challenges and emerging futuristic evolution for 3D medical image processing<br>Nand Kishor Gupta and Vivek Upadhyaya<br>12. Software based medical image analysis<br>Malvika Ashok and Abhishek Gupta<br>13. Automated 3D Visualization and Volume Estimation of Hepatic Structures for Treatment Planning of Hepatocellular Carcinoma<br>Lakshmipriya B, Biju Pottakkat, Ramkumar G and Jayanthi K
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        Computer-Aided Diagnosis (CAD) Tools and Applications for 3D Medical Imaging