Image Processing for Automated Diagnosis of Cardiac Diseases

Chauhan, Kalpana (EDT)/ Chauhan, Rajeev Kumar (EDT)

Academic Press Inc（2021/07発売）

• 製本 Paperback:紙装版/ペーパーバック版／ページ数 240 p.
• 言語 ENG
• 商品コード 9780323850643
• DDC分類 616.120754

Full 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.

Contents

1. Cardiac diseases and their diagnosis methods
2. Cardiac multimodal image registration using machine learning techniques
3. Anatomical photo representations for cardiac imaging training
4. Cardiac function review by machine learning approaches
5. Despeckling in echocardiographic images using a hybrid fuzzy filter
6. Impetus to machine learning in cardiac disease diagnosis
7. Wavelet transform for cardiac image retrieval
8. AI-based diagnosis techniques for cardiac disease analysis and predictions
9. An improved regularization and fitting-based segmentation method for echocardiographic images
10. Identification of heart failure from cine-MRI images using pattern-based features
11. Medical image fusion methods: Review and application in cardiac diagnosis