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Updated: Jul 31, 2026

Application of Deep Learning-Based Medical Image Segmentation via Orbital Computed Tomography
04:48

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

Published on: November 30, 2022

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在CT中进行3D通用损伤检测和标记,并自动训练

Jared Frazier1, Tejas Sudharshan Mathai1, Jianfei Liu1

  • 1Imaging Biomarkers and Computer-Aided Diagnosis Laboratory, Radiology and Imaging Sciences, Clinical Center, National Institutes of Health, Bethesda MD, USA.

ArXiv
|July 30, 2025
PubMed
概括

这项研究引入了用于CT扫描中3D病变检测和标记的自我训练管道. 该方法使用有限的数据集实现了高灵敏度,帮助放射科医生测量损伤和评估瘤负担.

关键词:
3D背景 3D背景这就是为什么CTCTCTCTCTCT分类 分类 分类 分类.检测 检测 检测 检测 检测造成的损伤.神经网络的神经网络的神经网络自我训练 自我训练

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相关概念视频

Computed Tomography01:10

Computed Tomography

Tomography refers to imaging by sections. Computed tomography (CT) is a non-invasive imaging technique that uses computers to analyze several cross-sectional X-rays to reveal minute details about structures in the body.
The technique was invented in the 1970s and is based on the principle that as X-rays pass through the body, they are absorbed or reflected at different levels. In the technique, a patient lies on a motorized platform while a computerized axial tomography (CAT) scanner rotates...