Soft Computing Based Medical Image Analysis /
Soft Computing Based Medical Image Analysis presents the foremost techniques of soft computing in medical image analysis and processing. It includes image enhancement, segmentation, classification-based soft computing, and their application in diagnostic imaging, as well as an extensive background f...
| Main Authors: | , , , , |
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| Format: | software, multimedia |
| Language: | eng |
| Published: |
London : Academic Press,
2018
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| Subjects: | |
| Online Access: | https://www.sciencedirect.com/book/9780128130872 |
| _version_ | 1826472659074940928 |
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| author | Dey, Nilanjan, 1984-, editor 611303 Ashour, Amira S., editor 649714 Shi, Fuqian, editor 648493 Balas, Valentina Emilia, editor 635809 ScienceDirect (Online service) 7722 |
| author_facet | Dey, Nilanjan, 1984-, editor 611303 Ashour, Amira S., editor 649714 Shi, Fuqian, editor 648493 Balas, Valentina Emilia, editor 635809 ScienceDirect (Online service) 7722 |
| author_sort | Dey, Nilanjan, 1984-, editor 611303 |
| collection | OCEAN |
| description | Soft Computing Based Medical Image Analysis presents the foremost techniques of soft computing in medical image analysis and processing. It includes image enhancement, segmentation, classification-based soft computing, and their application in diagnostic imaging, as well as an extensive background for the development of intelligent systems based on soft computing used in medical image analysis and processing. The book introduces the theory and concepts of digital image analysis and processing based on soft computing with real-world medical imaging applications. Comparative studies for soft computing based medical imaging techniques and traditional approaches in medicine are addressed, providing flexible and sophisticated application-oriented solutions. |
| first_indexed | 2024-03-05T17:21:43Z |
| format | software, multimedia |
| id | KOHA-OAI-TEST:607047 |
| institution | Universiti Teknologi Malaysia - OCEAN |
| language | eng |
| last_indexed | 2024-03-05T17:21:43Z |
| publishDate | 2018 |
| publisher | London : Academic Press, |
| record_format | dspace |
| spelling | KOHA-OAI-TEST:6070472023-11-07T09:06:07ZSoft Computing Based Medical Image Analysis / Dey, Nilanjan, 1984-, editor 611303 Ashour, Amira S., editor 649714 Shi, Fuqian, editor 648493 Balas, Valentina Emilia, editor 635809 ScienceDirect (Online service) 7722 software, multimedia Electronic books 63190 London : Academic Press,2018©2018engSoft Computing Based Medical Image Analysis presents the foremost techniques of soft computing in medical image analysis and processing. It includes image enhancement, segmentation, classification-based soft computing, and their application in diagnostic imaging, as well as an extensive background for the development of intelligent systems based on soft computing used in medical image analysis and processing. The book introduces the theory and concepts of digital image analysis and processing based on soft computing with real-world medical imaging applications. Comparative studies for soft computing based medical imaging techniques and traditional approaches in medicine are addressed, providing flexible and sophisticated application-oriented solutions.Includes index.Chapter 1 - Computing in Medical Image Analysis -- Chapter 2 - Automated Pathology Image Analysis -- Chapter 3 - Multiple Kernel-Learning Approach for Medical Image Analysis -- Chapter 4 - Efficient Medical Image Enhancement Technique Using Transform HSV Space and Adaptive Histogram Equalization -- Chapter 5 - Enhancement and Despeckling of Echocardiographic Images -- Chapter 6 - Automated Detection of Early Oral Cancer Trends in Habitual Smokers -- Chapter 7 - ScPSO-Based Multithresholding Modalities for Suspicious Region Detection on Mammograms -- Chapter 8 - A Set of Texture-Based Methods for Breast Cancer Response Prediction in Neoadjuvant Chemotherapy Treatment -- Chapter 9 - Dempster-Shafer Fusion for Effective Retinal Vessels’ Diameter Measurement -- Chapter 10 - State-of-the-Art of Level-Set Methods in Segmentation and Registration of Spectral Domain Optical Coherence Tomographic Retinal Images -- Chapter 11 - Deep Learning for Automated Brain Tumor Segmentation in MRI Images -- Chapter 12 - Machine-Learning Approach for Ribonucleic Acid Primary and Secondary Structure Prediction from Images -- Chapter 13 - Classification of Breast Density Patterns Using PNN, NFC, and SVM Classifiers -- Chapter 14 - Classification of Sonoelastography Images of Prostate Cancer Using Transformation-Based Feature Extraction Techniques -- IndexSoft Computing Based Medical Image Analysis presents the foremost techniques of soft computing in medical image analysis and processing. It includes image enhancement, segmentation, classification-based soft computing, and their application in diagnostic imaging, as well as an extensive background for the development of intelligent systems based on soft computing used in medical image analysis and processing. The book introduces the theory and concepts of digital image analysis and processing based on soft computing with real-world medical imaging applications. Comparative studies for soft computing based medical imaging techniques and traditional approaches in medicine are addressed, providing flexible and sophisticated application-oriented solutions.Diagnostic imagingImage Processinghttps://www.sciencedirect.com/book/9780128130872URN:ISBN:9780128130872Remote access restricted to users with a valid UTM ID via VPN. |
| spellingShingle | Diagnostic imaging Image Processing Dey, Nilanjan, 1984-, editor 611303 Ashour, Amira S., editor 649714 Shi, Fuqian, editor 648493 Balas, Valentina Emilia, editor 635809 ScienceDirect (Online service) 7722 Soft Computing Based Medical Image Analysis / |
| title | Soft Computing Based Medical Image Analysis / |
| title_full | Soft Computing Based Medical Image Analysis / |
| title_fullStr | Soft Computing Based Medical Image Analysis / |
| title_full_unstemmed | Soft Computing Based Medical Image Analysis / |
| title_short | Soft Computing Based Medical Image Analysis / |
| title_sort | soft computing based medical image analysis |
| topic | Diagnostic imaging Image Processing |
| url | https://www.sciencedirect.com/book/9780128130872 |
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