Faster R-CNN for IPSC-Derived Mesenchymal Stromal Cells Senescent Detection from Bright-Field Microscopy

Mingzhu Li,Liangge He, Xinglie Wang,Tianfu Wang,Guanghui Yue,Guangqian Zhou,Baiying Lei

2022 IEEE 19th International Symposium on Biomedical Imaging (ISBI)（2022）

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摘要

iPSC-derived mesenchymal stromal cells (iMSCs) play an important role in cell therapy and regenerative medicine, but the differentiation and proliferation ability of senescent iMSCs decline greatly, which will also bring heterogeneity and potential side effects. The whole senescent degree of iMSCs can only be obtained by vital stain. However, this process will cost a lot of manpower, money and tim...

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Deep learning,Liquids,Costs,Microscopy,Medical treatment,Biology,Contamination

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