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Updated: Jun 19, 2026

Longitudinal Morphological and Physiological Monitoring of Three-dimensional Tumor Spheroids Using Optical Coherence Tomography
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Longitudinal Morphological and Physiological Monitoring of Three-dimensional Tumor Spheroids Using Optical Coherence Tomography

Published on: February 9, 2019

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基于内容的3D图像检索和ColBERT启发的瘤标记和分期的重新排名

Farnaz Khun Jush1, Steffen Vogler2, Matthias Lenga2

  • 1Radiology R&D, Bayer AG, Müllerstr. 178, 13353, Berlin, Germany. farnaz.khunjush@bayer.com.

Journal of imaging informatics in medicine
|August 27, 2025
PubMed
概括

这项研究引入了C-MIR,这是一个新的系统,可以在没有预分段的情况下获取类似的医疗图像. 通过对先进的人工智能进行3D医学成像, 提高瘤检测, 特别是结肠和肺癌.

关键词:
科尔伯特基于内容的图像检索 (CBIR)重新排名瘤标记和分期视觉嵌入器

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Tumor Progression02:07

Tumor Progression

Tumor progression is a phenomenon where the pre-formed tumor acquires successive mutations to become clinically more aggressive and malignant. In the 1950s, Foulds first described the stepwise progression of cancer cells through successive stages.
Colon cancer is one of the best-documented examples of tumor progression. Early mutation in the APC gene in colon cells causes a small growth on the colon wall called a polyp. With time, this polyp grows into a benign, pre-cancerous tumor. Further...