Prediction of drug permeation through microneedled skin by machine learning

Prediction of drug permeation through microneedled skin by machine learning

Abstract Stratum corneum is the outermost layer of the skin preventing external substances from entering human body. Microneedles (MNs) are sharp protrusions of a few hundred microns in length, which can penetrate the stratum corneum to facilitate drug permeation through skin. To determine the amoun...

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Bibliographic Details
Main Authors: Yunong Yuan, Yiting Han, Chun Wei Yap, Jaspreet S. Kochhar, Hairui Li, Xiaoqiang Xiang, Lifeng Kang
Format: Article
Language:English
Published: Wiley 2023-11-01
Series:Bioengineering & Translational Medicine
Subjects:
machine learning
microneedle
multiple linear regression
random forest
transdermal
XGBoost
Online Access:https://doi.org/10.1002/btm2.10512

Internet

https://doi.org/10.1002/btm2.10512

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