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    Medical Imaging

    Medical Imaging

    - Artificial Intelligence, Image Recognition, and Machine Learning Techniques

    Forfatter: info mangler
    Bog
    • Format
    • Bog, hardback
    • Engelsk

    Beskrivelse

    Winner of the "Outstanding Academic Title" recognition by Choice for the 2020 OAT Awards.



    The Choice OAT Award represents the highest caliber of scholarly titles that have been reviewed by Choice and conveys the extraordinary recognition of the academic community.

    The book discusses varied topics pertaining to advanced or up-to-date techniques in medical imaging using artificial intelligence (AI), image recognition (IR) and machine learning (ML) algorithms/techniques. Further, coverage includes analysis of chest radiographs (chest x-rays) via stacked generalization models, TB type detection using slice separation approach, brain tumor image segmentation via deep learning, mammogram mass separation, epileptic seizures, breast ultrasound images, knee joint x-ray images, bone fracture detection and labeling, and diabetic retinopathy. It also reviews 3D imaging in biomedical applications and pathological medical imaging.

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    Detaljer
    • SprogEngelsk
    • Sidetal238
    • Udgivelsesdato28-08-2019
    • ISBN139780367139612
    • Forlag Crc Press
    • FormatHardback
    Størrelse og vægt
  • Vægt453 g
    • coffee cup img
    10 cm
    book img
    15,6 cm
    23,4 cm

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    Medical imaging Pathology Pattern recognition Artificial intelligence Image segmentation Computer-aided diagnosis CAD System Volume visualization Volume rendering Deformable models CT images Machine learning techniques Ct image Medical Image Segmentation Image recognition Annotated Image Biomedical 3D imaging Bone fracture detection CNN Model Breast Ultrasound Images Dl Model EMD Algorithm DICOM Viewer Fractured Pieces Convolutional Layers Fundus Image GLCM Feature Diabetic retinopathy classification Knee OA IMF Component Mammogram mass separation epileptic seizures Patient Nos Seed Point Selection Knee joint X-ray Volume Visualization Techniques NSCLC Histology NSCLC Subtype ROC curve Osteoarthritis classification Tb Detection SVM classifier
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