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Updated: May 20, 2025

Application of Deep Learning-Based Medical Image Segmentation via Orbital Computed Tomography
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一个基于深度学习的检测和细分系统,用于评估表面淋巴结转移的多模式超声波图像

Roxana Rusu-Both1, Marius-Cristian Socaci2, Adrian-Ionuț Palagos1,2

  • 1Automation Department, Technical University of Cluj-Napoca, 400114 Cluj-Napoca, Romania.

Journal of clinical medicine
|March 27, 2025
PubMed
概括

本研究介绍了一种人工智能系统,用于使用多式超声波图像进行淋巴结转移的自动评估. 深度学习模型提高了癌症分期的诊断准确性和效率.

关键词:
面具R-CNN是指一个R-CNN的面具.计算机辅助诊断是指计算机辅助的诊断.深度学习是一种深度学习.淋巴结评价 淋巴结评价细分化 细分化的细分化超声波超声波是指超声波的使用.

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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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