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Machine learning-assisted microfluidic approach for broad-spectrum liposome size control

Yujie Jia Xiao Liang Li Zhang Jun Zhang Hajra Zafar Shan Huang Yi Shi Jian Chen Qi Shen

药物分析学报(英文)2025,Vol.15Issue(6):1238-1248,11.
药物分析学报(英文)2025,Vol.15Issue(6):1238-1248,11.DOI:10.1016/j.jpha.2025.101221

Machine learning-assisted microfluidic approach for broad-spectrum liposome size control

Machine learning-assisted microfluidic approach for broad-spectrum liposome size control

Yujie Jia 1Xiao Liang 1Li Zhang 2Jun Zhang 1Hajra Zafar 1Shan Huang 1Yi Shi 3Jian Chen 1Qi Shen1

作者信息

  • 1. Engineering Research Center of Cell & Therapeutic Antibody,Ministry of Education,School of Pharmacy,Shanghai Jiao Tong University,Shanghai,200240,China
  • 2. Instrumental Analysis Center,Shanghai Jiao Tong University,Shanghai,200240,China
  • 3. Key Laboratory for the Genetics of Developmental and Neuropsychiatric Disorders,Bio-X Institutes,Shanghai Jiao Tong University,Shanghai,200240,China
  • 折叠

摘要

关键词

Liposomes/Microfluidics/Liposomal size/SHM/Machine learning

Key words

Liposomes/Microfluidics/Liposomal size/SHM/Machine learning

引用本文复制引用

Yujie Jia,Xiao Liang,Li Zhang,Jun Zhang,Hajra Zafar,Shan Huang,Yi Shi,Jian Chen,Qi Shen..Machine learning-assisted microfluidic approach for broad-spectrum liposome size control[J].药物分析学报(英文),2025,15(6):1238-1248,11.

基金项目

This research is financially supported by the National Key Research and Development Plan of the Ministry of Science and Technology,China(Grant No.:2022YFE0125300),the National Natural Science Foundation of China(Grant No:81690262),the National Science and Technology Major Project,China(Grant No.:2017ZX09201004-021),the Open Project of National facility for Translational Medicine(Shanghai),China(Grant No.:TMSK-2021-104),and Shanghai Jiao Tong University STAR Grant,China(Grant Nos.:YG2022ZD024 and YG2022QN111).The authors would like to thank Dr.Mengyu Yan at Instrumental Analysis Center of Shanghai Jiao Tong University for her help in cryo-TEM analysis. (Grant No.:2022YFE0125300)

药物分析学报(英文)

2095-1779

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