In this study, ML models were developed to improve prediction accuracy of the in-vitro drug release amount from the hydrogel-type microneedle patch and the in-vitro drug permeation amount through the micropores created by solid microneedles on the skin.
Error-Correcting Code for On-Patient Medical Record - Code for Deep Learning-assisted On-patient Medical Record and mRNA Therapeutics Delivery using Microneedles (Nature Materials 2025)
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