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Gellan gum/ artemisia sphaerocephala Krasch gum composite films integrated with machine learning for real-time freshness assessment | Synapse
March 3, 2026
Gellan gum/ artemisia sphaerocephala Krasch gum composite films integrated with machine learning for real-time freshness assessment
XZ
Xu Zhang
CL
C. Li
GL
Guangxin Liu
Key Points
Innovative composite films effectively assess freshness, indicating potential enhancements in food preservation.
Machine learning algorithms analyze data from the films, achieving accurate freshness evaluations in real-time.
Assessment using gellan gum and artemisia sphaerocephala creates a unique film structure for enhanced functionality.
This approach highlights a potential advancement in food monitoring technologies, yet further testing in real settings is needed.
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Zhang et al. (Sun,) studied this question.
synapsesocial.com/papers/69a7682cbadf0bb9e87e3d0c
https://doi.org/https://doi.org/10.1016/j.ijbiomac.2026.150777
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