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Lensfree on-chip microscopy achieves accurate measurement of yeast cell viability and concentration using machine learning

机译：Lensfree片上显微镜可以通过机器学习来精确测量酵母细胞的活力和浓度

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摘要

Automatic measurement of yeast viability and concentration is achieved by coupling a lensfree on-chip holographic microscope with a machine learning based classification algorithm that counts the number of live/dead cells stained with methylene blue.

机译：通过将无透镜芯片全息照相显微镜与基于机器学习的分类算法结合在一起，可以自动测量酵母的存活力和浓度，该算法对亚甲蓝染色的活/死细胞的数量进行计数。

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《Conference on Lasers and Electro-Optics》|2017年|1-2|共2页
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Alborz Feizi; Yibo Zhang; Alon Greenbaum; Alex Guziak; Michelle Luong; Raymond Yan Lok Chan; Brandon Berg; Haydar Ozkan; Wei Luo; Michael Wu; Yichen Wu; Aydogan Ozcan;
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关键词
Microscopy; System-on-chip; Classification algorithms; Image sensors; Extraterrestrial measurements; Light emitting diodes;

机译：显微镜;片上系统;分类算法;图像传感器;地外测量;发光二极管;

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专利

1. Rapid, portable and cost-effective yeast cell viability and concentration analysis using lensfree on-chip microscopy and machine learning [J] . Feizi Alborz, Zhang Yibo, Greenbaum Alon, Lab on a chip . 2016,第22期

机译：使用无透镜片上显微镜和机器学习技术进行快速，便携式且经济高效的酵母细胞活力和浓度分析
2. Low false positive and accurate detection of yeast cell viability and concentration using an automatic staining and lensfree imaging platform [J] . Biochemical and Biophysical Research Communications . 2020,第3期

机译：使用自动染色和透镜详细成像平台低假误阳性和精确检测酵母细胞活力和浓度
3. Laser Light-field Fusion for Wide-field Lensfree On-chip Phase Contrast Microscopy of Nanoparticles [J] . Farnoud Kazemzadeh, Alexander Wong Scientific reports. . 2016,第1期

机译：用于纳米粒子的宽场晶状体上芯片相对对比显微镜的激光浅场融合
4. Lensfree on-chip microscopy achieves accurate measurement of yeast cell viability and concentration using machine learning [C] . Alborz Feizi, Yibo Zhang, Alon Greenbaum, Conference on Lasers and Electro-Optics . 2017

机译：晶状体片显微镜显微镜通过机器学习实现了酵母细胞活力和浓度的精确测量
5. Portable, Cost-effective, and Rapid Yeast Cell Concentration and Viability Measurement using Lensless On-chip Microscopy and Support Vector Machine Classification [D] . Feizi, Alborz. 2016

机译：便携式，经济效益和快速的酵母细胞浓度和使用透镜片上显微镜的可存活率测量，并支持向量机分类
6. Lensfree On-chip Tomographic Microscopy Employing Multi-angle Illuminationand Pixel Super-resolution [O] . Serhan O. Isikman, Waheb Bishara, Aydogan Ozcan 2012

机译：采用多角度照明的无透镜片上断层显微镜和像素超分辨率
7. Rapid, portable and cost-effective yeast cell viability and concentration analysis using lensfree on-chip microscopy and machine learning [O] . Feizi, Alborz, Zhang, Yibo, Greenbaum, Alon, 2016

机译：使用无透镜芯片显微镜和机器学习技术进行快速，便携式且经济高效的酵母细胞活力和浓度分析

Lensfree on-chip microscopy achieves accurate measurement of yeast cell viability and concentration using machine learning

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