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Scattering and absorption measurements of cervical tissues measures using low cost multi-spectral imaging

机译:低成本多光谱成像宫颈组织措施的散射和吸收测量

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Cervical cancer is a leading cause of death for women in low resource settings. In order to better detect cervical dysplasia, a low cost multi-spectral colposcope was developed utilizing low costs LEDs and an area scan camera. The device is capable of both traditional colposcopic imaging and multi-spectral image capture. Following initial bench testing, the device was deployed to a gynecology clinic where it was used to image patients in a colposcopy setting. Both traditional colposcopic images and spectral data from patients were uploaded to a cloud server for remote analysis. Multi-spectral imaging (~30 second capture) took place before any clinical procedure; the standard of care was followed thereafter. If acetic acid was used in the standard of care, a post-acetowhitening colposcopic image was also captured. In analyzing the data, normal and abnormal regions were identified in the colposcopic images by an expert clinician. Spectral data were fit to a theoretical model based on diffusion theory, yielding information on scattering and absorption parameters. Data were grouped according to clinician labeling of the tissue, as well as any additional clinical test results available (Pap, HPV, biopsy). Altogether, N=20 patients were imaged in this study, with 9 of them abnormal. In comparing normal and abnormal regions of interest from patients, substantial differences were measured in blood content, while differences in oxygen saturation parameters were more subtle. These results suggest that optical measurements made using low cost spectral imaging systems can distinguish between normal and pathological tissues.
机译:宫颈癌是低资源环境中女性死亡的主要原因。为了更好地检测宫颈发育不良,利用低成本LED和区域扫描相机开发了低成本的多光谱镀层。该设备能够具有传统的Colpospopic成像和多​​光谱图像捕获。在初始台式测试之后,该设备部署到妇科诊所,用于在阴道镜镜检查中进行图像患者。传统的Colpospic图像和来自患者的光谱数据都被上传到云服务器以进行远程分析。在任何临床手术之前发生多光谱成像(〜30秒捕获);此后随后进行护理标准。如果在护理标准中使用乙酸,还捕获了抗缩醛后阴性的阴镜图像。在分析数据时,专家临床医生在阴道镜图像中鉴定了正常和异常区域。光谱数据适合基于扩散理论的理论模型,产生关于散射和吸收参数的信息。数据根据组织的临床医生标记进行分组,以及可获得的任何其他临床测试结果(PAP,HPV,活检)。在本研究中,N = 20名患者在这项研究中进行了成像,其中9例异常。在比较患者的正常和异常区域的情况下,血液含量测量了大量差异,而氧饱和参数的差异更加微妙。这些结果表明,使用低成本光谱成像系统制造的光学测量可以区分正常和病理组织。

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