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Deep Learning Techniques for Biomedical and Health Informati

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Beschreibung

Produktdetails

Einband

Taschenbuch

Erscheinungsdatum

24.01.2020

Herausgeber

Basant Agarwal + weitere

Verlag

Elsevier Science & Technology

Seitenzahl

368

Maße (L/B/H)

23,5/19,1/1,9 cm

Gewicht

750 g

Sprache

Englisch

ISBN

978-0-12-819061-6

Beschreibung

Produktdetails

Einband

Taschenbuch

Erscheinungsdatum

24.01.2020

Herausgeber

Verlag

Elsevier Science & Technology

Seitenzahl

368

Maße (L/B/H)

23,5/19,1/1,9 cm

Gewicht

750 g

Sprache

Englisch

ISBN

978-0-12-819061-6

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  • Produktbild: Deep Learning Techniques for Biomedical and Health Informati
  • Produktbild: Deep Learning Techniques for Biomedical and Health Informati

  • Part I: Deep Learning for Biomedical Engineering and Health Informatics
    1. Introduction to Deep Learning and Health Informatics
    2. A survey on deep learning algorithms for biomedical engineering
    3. Machine learning and deep learning for Biomedical and Health Informatics
    4. Deep learning for bioinformatics and drug discovery
    5. Deep learning for Clinical Decision Support Systems
    6. Deep learning for efficient Patients disease diagnosis and monitoring systems
    7. Deep learning based methods for the Prediction of disease
    8. Deep learning / Convolutional Neural Networks for Lung Pattern Analysis
    9. Recommender systems for Biomedical and Health informatics

    Part II: Deep Learning and Electronics Health Records
    10. Deep Learning with Electronic Health Records (EHR)
    11. Health Data Structures and Management
    12. Deep Patient Similarity Learning with EHR
    13. Natural Language Processing, Electronic Health Records, and Clinical Research
    14. Healthcare Informatics to analyze patient health records to enable better clinical decision making and improved healthcare outcomes

    Part III: Deep Learning for Medical Image Processing
    15. Machine Learning in Bio-medical Signal and Medical image processing
    16. Deep Learning for Medical Image Recognition
    17. Unsupervised Deep Feature Representations Learning for Bio-medical Image analysis
    18. Deep learning for optimizing medical big data
    19. Deep learning for Brain Image Analysis
    20. Deep Learning for Automated Brain Tumor Segmentation in MRI Images
    21. Deep Learning and the Future of Biomedical Image Analysis