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光谱辅助视觉增强器通过胶囊内镜中的高光谱成象增强黏膜可视化。

Spectrum aided vision enhancer enhances mucosal visualization by hyperspectral imaging in capsule endoscopy.

机构信息

Endoscopy Center for Diagnosis and Treatment, Taipei Veterans General Hospital, No.201, Sec. 2, Shipai Rd., Beitou District, Taipei City, 11217, Taiwan.

Institute of Brain Sciences, National Yang Ming Chiao Tung University, 155, Li-Nong St., Sec.2, Peitou, Taipei City, 11217, Taiwan.

出版信息

Sci Rep. 2024 Sep 27;14(1):22243. doi: 10.1038/s41598-024-73387-8.

Abstract

Narrow-band imaging (NBI) is more efficient in detecting early gastrointestinal cancer than white light imaging (WLI). NBI technology is available only in conventional endoscopy, but unavailable in magnetic-assisted capsule endoscopy (MACE) systems due to MACE's small size and obstacles in image processing issues. MACE is an easy, safe, and convenient tool for both patients and physicians to avoid the disadvantages of conventional endoscopy. Enabling NBI technology in MACE is mandatory. We developed a novel method to improve mucosal visualization using hyperspectral imaging (HSI) known as Spectrum Aided Visual Enhancer (SAVE, Transfer N, Hitspectra Intelligent Technology Co., Kaohsiung, Taiwan). The technique was developed by converting the WLI image captured by MACE to enhance SAVE images. The structural similarity index metric (SSIM) between the WLI MACE images and the enhanced SAVE images was 91%, while the entropy difference between the WLI MACE images and the enhanced SAVE images was only 0.47%. SAVE algorithm can identify the mucosal break on the esophagogastric junction in patients with gastroesophageal reflux disorder. We successfully developed a novel image-enhancing technique, SAVE, in the MACE system, showing close similarity to the NBI from the conventional endoscopy system. The future application of this novel technology in the MACE system can be promising.

摘要

窄带成像(NBI)在检测早期胃肠道癌方面比白光成像(WLI)更有效。NBI 技术仅在常规内窥镜中可用,但由于 MACE 的尺寸小和图像处理问题的障碍,在磁辅助胶囊内窥镜(MACE)系统中不可用。MACE 是患者和医生避免常规内窥镜缺点的简便、安全且方便的工具。在 MACE 中启用 NBI 技术是强制性的。我们开发了一种使用称为光谱辅助视觉增强器(SAVE,Transfer N,Hitspectra Intelligent Technology Co.,高雄,台湾)的高光谱成像(HSI)来改善黏膜可视化的新方法。该技术是通过将 MACE 捕获的 WLI 图像转换为增强 SAVE 图像来开发的。WLI MACE 图像和增强 SAVE 图像之间的结构相似性指数度量(SSIM)为 91%,而 WLI MACE 图像和增强 SAVE 图像之间的熵差仅为 0.47%。SAVE 算法可以识别胃食管反流病患者的食管胃交界处的黏膜破裂。我们成功地在 MACE 系统中开发了一种新的图像增强技术 SAVE,它与常规内窥镜系统中的 NBI 非常相似。这项新技术在 MACE 系统中的未来应用前景广阔。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/eefb/11436966/4a2430647b4d/41598_2024_73387_Fig1_HTML.jpg

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