Produktbild: Intelligent Computing Techniques in Biomedical Imaging
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Intelligent Computing Techniques in Biomedical Imaging Methods, Case Studies, and Applications

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Beschreibung

Produktdetails

Einband

Taschenbuch

Erscheinungsdatum

23.08.2024

Herausgeber

Bikesh Kumar Singh + weitere

Verlag

Elsevier Science & Technology

Seitenzahl

318

Maße (L/B/H)

21/27,5/2,1 cm

Gewicht

860 g

Sprache

Englisch

ISBN

978-0-443-15999-2

Beschreibung

Portrait

Dr. Bikesh Kumar Singh is Assistant Professor at the Department of Biomedical Engineering at National Institute of Technology Raipur, India. He has published more than 70 research papers in various international and national journals and conferences in the field of Biomedical Signal Processing and Biomedical Image Processing. He has reviewed dozens of research articles for reputed international journals such as Elsevier Biocybernetics and Biomedical Engineering, Data in Brief, Innovation and Research in Biomedical Engineering, Computers in Biology and Medicine, Future Generation Computer Systems, Informatics in Medicine Unlocked and other reputed journals such as The British Journal of Radiology, Journal of Intelligent Systems, Imaging Science Journal, IEEE Access, Elsevier Computer Methods and Programs in Biomedicine, IEEE Transactions on Image Processing, Springer Journal of Neural Computing and Applications, and others. Dr. Singh has been Head of the Department of Biomedical Engineering for 5 years.Dr. G R Sinha is a Professor at Myanmar Institute of Information Technology (MIIT) Mandalay, Myanmar.
To his credit are over 200 research papers, book chapters, and books, including Analysis of Medical Modalities for Improved Diagnosis in Modern Healthcare, Biomedical Signal Processing for Healthcare Applications, Brain and Behavior Computing, and Data Science and Its Applications, Advances in Biometrics, and Cognitive Informatics, Volumes 1 and 2, AI-Based Brain Computer Interfaces, and Data Deduplication Approaches. He was Dean of Faculty and an Executive Council Member of CSVTU and has served as Distinguished Speaker in the field of Digital Image Processing for the Computer Society of India. His research interests include Applications of Machine Learning and Artificial Intelligence in Medical Image Analysis, Biomedical Signal Analysis, Computer Aided Diagnosis, Computer Vision, and Cognitive Science.

Produktdetails

Einband

Taschenbuch

Erscheinungsdatum

23.08.2024

Herausgeber

Verlag

Elsevier Science & Technology

Seitenzahl

318

Maße (L/B/H)

21/27,5/2,1 cm

Gewicht

860 g

Sprache

Englisch

ISBN

978-0-443-15999-2

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Kolibri 360 GmbH
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51149 Köln
DE
produktsicherheit@kolibri360.de

Herstelleradresse

Elsevier Science & Technology
London Wall 125
EC2Y 5AS London
GB
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  • Produktbild: Intelligent Computing Techniques in Biomedical Imaging
  • Section I Prerequisites
    1. Introduction to Intelligent Techniques and applications
    2. Probability Theory
    3. Statistical Learning
    4. Medical imaging modalities and medical image Acquisition
    5. Medical image processing
    6. Extraction of medical image descriptor
    7. Feature selection and Dimensionality Reduction Biomedical Imaging

    Section II Intelligent techniques for Medical Image Analysis
    8. Introduction to Biomedical image classification techniques
    9. Computer aided diagnosis and performance evaluation in Radiology
    10. Applications of Intelligent techniques in Biomedical Image Analysis
    11. Multimodal Imaging
    12. Ethical considerations in biomedical imaging research

    Section III Modern Applications (Case studies)
    13. Breast cancer detection and diagnosis
    14. Brain tumour detection and diagnosis
    15. Imaging in Neuro-developmental disorders
    16. Intelligent diagnosis of Ocular Diseases and Intelligent Cardiovascular Imaging
    17. Thyroid detection and Imaging Technologies in Dentistry
    18. Intelligent Pulmonary imaging
    19. Intelligent techniques for bone fracture detection