Image Processing for Automated Diagnosis of Cardiac Diseases /
Image Processing for Automated Diagnosis of Cardiac Diseases highlights current and emerging technologies for the automated diagnosis of cardiac diseases. It presents concepts and practical algorithms, including techniques for the automated diagnosis of organs in motion using image processing. This...
| Main Authors: | , , |
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| Format: | software, multimedia |
| Language: | eng |
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London : Academic Press
2021
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| Subjects: | |
| Online Access: | https://www.sciencedirect.com/science/book/9780323850643 |
| _version_ | 1796765061438504960 |
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| author | Chauhan, Kalpana, editor 651219 Chauhan, Rajeev Kumar, editor 651220 ScienceDirect (Online service) 7722 |
| author_facet | Chauhan, Kalpana, editor 651219 Chauhan, Rajeev Kumar, editor 651220 ScienceDirect (Online service) 7722 |
| author_sort | Chauhan, Kalpana, editor 651219 |
| collection | OCEAN |
| description | Image Processing for Automated Diagnosis of Cardiac Diseases highlights current and emerging technologies for the automated diagnosis of cardiac diseases. It presents concepts and practical algorithms, including techniques for the automated diagnosis of organs in motion using image processing. This book is suitable for biomedical engineering researchers, engineers and scientists in research and development, and clinicians who want to learn more about and develop advanced concepts in image processing to overcome the challenges of automated diagnosis of heart disease. |
| first_indexed | 2024-03-05T17:18:52Z |
| format | software, multimedia |
| id | KOHA-OAI-TEST:605992 |
| institution | Universiti Teknologi Malaysia - OCEAN |
| language | eng |
| last_indexed | 2024-03-05T17:18:52Z |
| publishDate | 2021 |
| publisher | London : Academic Press |
| record_format | dspace |
| spelling | KOHA-OAI-TEST:6059922023-10-10T08:09:16ZImage Processing for Automated Diagnosis of Cardiac Diseases / Chauhan, Kalpana, editor 651219 Chauhan, Rajeev Kumar, editor 651220 ScienceDirect (Online service) 7722 software, multimedia Electronic books 631902 London : Academic Press©20172021engImage Processing for Automated Diagnosis of Cardiac Diseases highlights current and emerging technologies for the automated diagnosis of cardiac diseases. It presents concepts and practical algorithms, including techniques for the automated diagnosis of organs in motion using image processing. This book is suitable for biomedical engineering researchers, engineers and scientists in research and development, and clinicians who want to learn more about and develop advanced concepts in image processing to overcome the challenges of automated diagnosis of heart disease.Includes bibliographical references and indexChapter 1. Cardiac diseases and their diagnosis methods -- Chapter 2. Cardiac multimodal image registration using machine learning techniques -- Chapter 3. Anatomical photo representations for cardiac imaging training -- Chapter 4. Cardiac function review by machine learning approaches -- Chapter 5. Despeckling in echocardiographic images using a hybrid fuzzy filter -- Chapter 6. Impetus to machine learning in cardiac disease diagnosis -- Chapter 7. Wavelet transform for cardiac image retrieval -- Chapter 8. AI-based diagnosis techniques for cardiac disease analysis and predictions -- Chapter 9. An improved regularization and fitting-based segmentation method for echocardiographic images -- Chapter 10. Identification of heart failure from cine-MRI images using pattern-based featuresChapter 11. Medical image fusion methods: Review and application in cardiac diagnosis.Image Processing for Automated Diagnosis of Cardiac Diseases highlights current and emerging technologies for the automated diagnosis of cardiac diseases. It presents concepts and practical algorithms, including techniques for the automated diagnosis of organs in motion using image processing. This book is suitable for biomedical engineering researchers, engineers and scientists in research and development, and clinicians who want to learn more about and develop advanced concepts in image processing to overcome the challenges of automated diagnosis of heart disease.HeartHearthttps://www.sciencedirect.com/science/book/9780323850643URN:ISBN:9780323850643Remote access restricted to users with a valid UTM ID via VPN. |
| spellingShingle | Heart Heart Chauhan, Kalpana, editor 651219 Chauhan, Rajeev Kumar, editor 651220 ScienceDirect (Online service) 7722 Image Processing for Automated Diagnosis of Cardiac Diseases / |
| title | Image Processing for Automated Diagnosis of Cardiac Diseases / |
| title_full | Image Processing for Automated Diagnosis of Cardiac Diseases / |
| title_fullStr | Image Processing for Automated Diagnosis of Cardiac Diseases / |
| title_full_unstemmed | Image Processing for Automated Diagnosis of Cardiac Diseases / |
| title_short | Image Processing for Automated Diagnosis of Cardiac Diseases / |
| title_sort | image processing for automated diagnosis of cardiac diseases |
| topic | Heart Heart |
| url | https://www.sciencedirect.com/science/book/9780323850643 |
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