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  • Data driven approaches on medical imaging
  • 紀錄類型: 書目-電子資源 : Monograph/item
    正題名/作者: Data driven approaches on medical imaging/ edited by Bin Zheng ... [et al.].
    其他作者: Zheng, Bin.
    出版者: Cham :Springer Nature Switzerland : : 2023.,
    面頁冊數: xv, 228 p. :ill. (some col.), digital ;24 cm.
    內容註: Chapter. 1. Introduction of Medical Imaging Modalities -- Chapter. 2. Introduction to Medical Imaging Informatics -- Chapter. 3. Active Learning on Medical Image -- Chapter. 4. Few Shot Learning for Medical Imaging: A Comparative Analysis of Methodologies and Formal Mathematical Framework -- Chapter. 5. AUTOML Systems for Medical Imaging -- Chapter. 6. Online learning for X-ray, CT or MRI -- Chapter. 7. Invariant Scattering Transform for Medical Imaging -- Chapter. 8. Generative Adversarial Networks for Data Augmentation -- Chapter. 9. Bias, Ethical concerns, and explainable decision-making in medical imaging research -- Chapter. 10. Case Studies on X-Ray Imaging, MRI and Nuclear Imaging -- Index.
    Contained By: Springer Nature eBook
    標題: Diagnostic imaging - Data processing. -
    電子資源: https://doi.org/10.1007/978-3-031-47772-0
    ISBN: 9783031477720
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