Image Processing for Automated Diagnosis of Cardiac Diseases

Image Processing for Automated Diagnosis of Cardiac Diseases

1st Edition - July 13, 2021

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  • Editors: Kalpana Chauhan, Rajeev Kumar Chauhan
  • Paperback ISBN: 9780323850643
  • eBook ISBN: 9780323850650

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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.

Key Features

  • Includes advanced techniques to improve diagnostic methods for various cardiac diseases
  • Uses methods to improve the existing diagnostic features of echocardiographic machines
  • Develops new diagnostic features for echocardiographic machines

Readership

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.

Table of 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

Product details

  • No. of pages: 240
  • Language: English
  • Copyright: © Academic Press 2021
  • Published: July 13, 2021
  • Imprint: Academic Press
  • Paperback ISBN: 9780323850643
  • eBook ISBN: 9780323850650

About the Editors

Kalpana Chauhan

Dr. Kalpana Chauhan (M’13-SM’17) ) graduated in Electrical and Electronics Engineering from The College of Engineering Roorkee, India. She received her M. Tech degree in Control and Instrumentation Engineering from Dr. B. R. Ambedkar National Institute of Technology Jalandhar, India and PhD in Electrical Engineering from the Indian Institute of Technology Mandi, India. Presently She is working as Associate Professor at the Galgotias College of Engineering and Technology Greater Noida. Dr. Chauhan worked as Dean (Research) at SIRDA Group of Institutions Sundernagar, India (2013-2017). She has also worked as Visiting Scientist in the Center for Electromechnics at the University of Texas at Austin, US. Her special field of interest included DC Micro-grid, Building Automation System, Industrial Automation and Control. She is also the associate member of Institution of Engineers (India), IAENG Hong Kong and ICASIT Singapore.

Affiliations and Expertise

Assistant Professor, Department of Electrical Engineering, Central University of Haryana, Mahendargarh, India

Rajeev Kumar Chauhan

Rajeev Kumar Chauhan (M’10-SM’15) graduated in Electrical Engineering from The Institutions of Engineers (India).He received his M. Tech degree in Control and Instrumentation Engineering from Dr. B. R. Ambedkar National Institute of Technology Jalandhar, India and PhD from School of Computing and Electrical Engineering at Indian Institute of Technology Mandi, India. Presently he is working as Assistant Professor (Senior Grade) at the Galgotias College of Engineering and Technology Greater Noida, India. Dr. Chauhan received POSOCO Power system Award (PPSA-2017) and Best PhD Thesis Award to recognize and reward innovative technical research excellence in power system. He has also received 2nd prize (Category Energy) in IEEE IAS CMD Humanitarian project contest 2017 for his project DC Micro-grid for Residential Buildings. He also received Bhaskara Advanced Solar Energy (BASE-2014) Award, for his research proposal in the area of DC microgrid from Department of Science and Technology, Indo-US Science and Technology Forum.

Affiliations and Expertise

Assistant Professor, Department of Electrical Engineering, Dayalbagh Educational Institute, Agra, India

Ratings and Reviews

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  • PRANSHU S. Mon Mar 14 2022

    Image Processing for Automated Diagnosis of Cardiac Diseases

    This book helped me to understand the use of image processing in medical field.

  • Dr. C. Sat Jul 17 2021

    Modern Image Processing for Automated Diagnosis of Cardiac Diseases

    This book cover novel Image Processing techniques for Automated Diagnosis of Cardiac Diseases. This book is very useful for the Doctors, Professors, Engineers, Researchers, Scientist.

  • Sheetal C. Sun Mar 07 2021

    Sheetal Singh Chauhan

    Great work in the area of image processing. It will surely give the direction to curious minds.

  • HITESH G. Thu Feb 18 2021

    Mr. Hitesh Kumar

    Worthy publication on recent trends of subject and scope

  • Dinosaur c. Wed Feb 03 2021

    Image Processing for Automated Diagnosis of Cardiac Diseases

    Excellent book with deep analysis of content

  • Gavendra S. Sun Jan 31 2021

    Excellent effort

    Excellent book to help i various domains of cardiac disease early detection and analysis..

  • Dr S. Sun Jan 31 2021

    Dr Samayveer Singh

    This book covers various Image Processing techniques for Automated Diagnosis of Cardiac Diseases. All the chapters of the book have written in a very systematic manner and given very informative information.

  • Dr M. Sun Jan 31 2021

    Biomedical signal Processing

    Good book as per Biomedical Instrumentation and medical signal Processing....

  • Firoz A. Sun Jan 31 2021

    Firoz Ashraf

    Take a bow..., Such clear and in-depth explanation of Cardiac Image processing

  • Dharmendra s. Sun Jan 31 2021

    Dharmendra singh

    Really it will be provide the new concept or path to learn more about the cardiac disease.