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Image Processing for Automated Diagnosis of Cardiac Diseases

Specificaties
Paperback, blz. | Engels
Elsevier Science | e druk, 2021
ISBN13: 9780323850643
Rubricering
Elsevier Science e druk, 2021 9780323850643
Verwachte levertijd ongeveer 9 werkdagen

Samenvatting

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.

Specificaties

ISBN13:9780323850643
Taal:Engels
Bindwijze:Paperback

Inhoudsopgave

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

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        Image Processing for Automated Diagnosis of Cardiac Diseases