使用OPEN-Stereo的立体声学:低成本,可访问和准确的蜂量化
Cassia Overk1, William C Mobley2
1Department of Neurosciences, University of California San Diego, La Jolla, CA, 92093-0624, USA.
Scientific reports
|December 30, 2025
概括
开放式立体声是一种新的开源立体声学平台,可以为神经退行症研究提供准确的细胞计数. 它在没有昂贵的专有系统的情况下实现了黄金标准的严谨性,使得更广泛的科学发现成为可能.
科学领域:
- 神经科学是一个神经科学.
- 生物医学工程 生物医学工程
- 计算生物学 计算生物学
背景情况:
- 精确评估退行性表型对于神经退行研究的严谨性至关重要.
- 立体学是表型评估的黄金标准,但受到专有系统高成本的限制.
- 在科学研究中,人们需要可访问,具有成本效益的立体学解决方案.
研究的目的:
- 开发一个开源的立体声平台,OPEN-Stereo,以克服成本障碍.
- 将标准显微镜硬件与用于校准和定位控制的智能软件集成在一起.
- 与商业系统相比,验证OPEN-Stereo的准确性和可靠性.
主要方法:
- 开发了OPEN-Stereo,这是一个使用计算机视觉和基于图像的多尺度校准的开源平台.
- 实施了使用开放循环阶段数据和图像分析的全球定位系统,避免了昂贵的硬件.
- 利用立体随机抽样进行无偏的细胞计数,并通过先前的商业系统数据进行验证.
主要成果:
- 开放式立体声在脑区的细胞计数与商业系统达到了高达95%的一致性.
- 通过双向重复测量ANOVA (p = 0.8962) 证实了统计学等价性.
- 该平台在不需要昂贵的硬件的情况下保持在立体采样公差范围内的准确性.
结论:
- 开放式立体声 (OPEN-Stereo) 为专有立体声系统提供了一个可访问的,具有成本效益和准确的替代方案.
- 该平台通过降低成本障碍,促进了严格的神经退行研究.
- 开放式立体声的架构支持未来的演变向人工智能驱动的细胞分析在立体学.
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