Realistic-Shape Bacterial Biofilm Simulator for Deep Learning-Based 3D Single-Cell Segmentation

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

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摘要
Bacterial biofilms are complex biological systems that play significant roles in areas such as infectious diseases and fuel cells. While biofilms are important, our understanding of biofilm communities is limited due to barriers in live cell imaging and analysis. Development of effective automatic image analysis techniques for bacterial biofilms can give us new insights into many unknown character...
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关键词
Training,Image segmentation,Microorganisms,Three-dimensional displays,Microprocessors,Biological system modeling,Computer architecture
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