The Optimization of Culture Conditions for Injectable Recombinant Collagen Hydrogel Preparation Using Machine Learning

The Optimization of Culture Conditions for Injectable Recombinant Collagen Hydrogel Preparation Using Machine Learning

Injectable recombinant collagen hydrogels (RCHs) are crucial in biomedical applications. Culture conditions play an important role in the preparation of hydrogels. However, determining the characteristics of hydrogels under certain conditions and determining the optimal conditions swiftly still rema...

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Bibliographic Details
Main Authors: Mengyu Li, Long Zhao, Yanan Ren, Linfei Zuo, Ziyi Shen, Jiawei Wu
Format: Article
Language:English
Published: MDPI AG 2025-02-01
Series:Gels
Subjects:
recombinant collagen
hydrogel
machine learning
decision tree
support vector machine
neural network
Online Access:https://www.mdpi.com/2310-2861/11/2/141
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