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Updated: Jan 9, 2026

Application of Deep Learning-Based Medical Image Segmentation via Orbital Computed Tomography
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Application of Deep Learning-Based Medical Image Segmentation via Orbital Computed Tomography

Published on: November 30, 2022

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自动手腕超声波图像骨增强和细分使用深度学习

Maha Ezzelarab, Yuyue Zhou, Abhilash Rakkunedeth Hareendranathan

    Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference
    |December 3, 2025
    PubMed
    概括

    本研究引入了一个使用nnU-Net的AI框架,用于细分儿科手腕超声图像,改进骨折评估. CLAHE图像增强提高了细分精度,为X射线提供了无辐射的替代方案.

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    Longitudinal Micro-Computed Tomography Image Analysis for User-Defined Region of Interest in Critical-Sized Bone Defects08:39

    Longitudinal Micro-Computed Tomography Image Analysis for User-Defined Region of Interest in Critical-Sized Bone Defects

    Published on: June 24, 2025

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    Ultrasonography

    Ultrasonography is an imaging technique that uses high-frequency sound waves to visualize the body's internal structures. It is a non-invasive and safe procedure that does not involve the use of ionizing radiation, making it widely used in various medical fields. Ultrasonography is used to study heart function, blood flow in the neck or extremities, certain conditions such as gallbladder disease, and fetal growth and development.
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    The appendicular skeleton, particularly the upper and lower limbs, is primarily made of long and short bones. The...
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