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Wuhan University
Zhongnan Hospital of Wuhan University
Center for Evidence-Based and Translational Medicine of Wuhan University
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Particle swarm optimization algorithm
Optimization of flavonoid extraction conditions from Polygonatum cyrtonema by orthogonal test combined with particle swarm optimization and distribution patterns in different organs
Published on
Frontiers in Pharmaceutical Sciences
2026,30(7):1112-1122.
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SHEN Yuan
LIANG Qiao
PAN Wenyun
LI Chunxiao
LI Keying
ZHANG Xianwen
ZHONG Junfang
FAN Baolei
Polygonatum cyrtonema
Flavonoids
Particle swarm optimization algorithm
HPLC
Principal component analysis
Cluster analysis
Spearman correlation analysis
Details
Wuhan University
Zhongnan Hospital of Wuhan University
Center for Evidence-Based and Translational Medicine of Wuhan University