Ege D, Boccaccini AR (2024)
Publication Type: Journal article
Publication year: 2024
Book Volume: 11
Article Number: 415
Journal Issue: 5
DOI: 10.3390/bioengineering11050415
To address the limitations of alginate and gelatin as separate hydrogels, partially oxidized alginate, alginate dialdehyde (ADA), is usually combined with gelatin to prepare ADA-GEL hydrogels. These hydrogels offer tunable properties, controllable degradation, and suitable stiffness for 3D bioprinting and tissue engineering applications. Several processing variables affect the final properties of the hydrogel, including degree of oxidation, gelatin content and type of crosslinking agent. In addition, in 3D-printed structures, pore size and the possible addition of a filler to make a hydrogel composite also affect the final physical and biological properties. This study utilized datasets from 13 research papers, encompassing 33 unique combinations of ADA concentration, gelatin concentration, CaCl
APA:
Ege, D., & Boccaccini, A.R. (2024). Investigating the Effect of Processing and Material Parameters of Alginate Dialdehyde-Gelatin (ADA-GEL)-Based Hydrogels on Stiffness by XGB Machine Learning Model. Bioengineering, 11(5). https://doi.org/10.3390/bioengineering11050415
MLA:
Ege, Duygu, and Aldo R. Boccaccini. "Investigating the Effect of Processing and Material Parameters of Alginate Dialdehyde-Gelatin (ADA-GEL)-Based Hydrogels on Stiffness by XGB Machine Learning Model." Bioengineering 11.5 (2024).
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