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A new self-made digital slide scanner and microscope for imaging and quantification of fluorescent microspheres

机译:一种新的自制数字幻灯片扫描仪和显微镜,用于荧光微球的成像和定量

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摘要

Objective: A low-cost microscope slide scanner was constructed for the purpose of digital imaging of newborn piglet brain tissue and to quantify fluorescent microspheres in tissue. Methods: Using a standard digital single-lens reflex (DSLR) camera, fluorescent imaging of newborn piglet brain tissue was performed. A computer algorithm available for download was created to detect fluorescent microspheres in the brain tissue slides and to calculate regional cerebral blood flow (rCBF). The precision of the algorithm was tested by comparing with manual counting of the fluorescent microspheres. Finally, bright-field imaging was tested by adding light diffuser film. Results: Cost of the slide scanner was a fraction of the cost of a commercial slide scanner. The slide scanner was able to image a large number of tissue slides in a semiautomatic manner and provided a large field of view (FOV) of 101 mm2 combined with a resolution of 2.9 µm. The mean difference (SD) between manual and automatic counts was in absolute numbers 0.32 (1.5) microspheres ranging from -5 to 5 microspheres per slide. The relative total difference between automatic and manual counts was -3.1%. Conclusions: A slide scanner was constructed and an automatic algorithm to detect fluorescent microspheres in tissue was developed and validated and showed an acceptable difference to “gold standard” manual counting. The slide scanner can be regarded as a low-cost alternative for researchers when digital slide imaging and quantification of fluorescent microspheres are needed.
机译:目的:构建低成本显微镜载玻片扫描仪,用于新生仔猪脑组织的数字成像,并定量组织中的荧光微球。方法:使用标准的数码单镜反光(DSLR)相机对新生仔猪脑组织进行荧光成像。创建了可供下载的计算机算法,以检测脑组织玻片中的荧光微球并计算局部脑血流量(rCBF)。通过与荧光微球的手动计数比较来测试算法的精度。最后,通过添加光扩散膜来测试明场成像。结果:幻灯片扫描仪的成本只是商业幻灯片扫描仪成本的一小部分。载玻片扫描仪能够以半自动方式对大量组织载玻片成像,并提供101 mm2的大视场(FOV)和2.9 µm的分辨率。手动计数和自动计数之间的平均差(SD)为绝对数量0.32(1.5)个微球,范围为每张幻灯片-5至5个微球。自动计数和手动计数之间的相对总差异为-3.1%。结论:构建了玻片扫描仪,并开发并验证了一种自动检测组织中荧光微球的算法,该算法与“金标准”手动计数显示出可接受的差异。当需要数字幻灯片成像和荧光微球定量分析时,幻灯片扫描仪可以被视为研究人员的低成本替代品。

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