Chen, Hongyi;
Zhang, Bin;
Huang, Jie;
(2024)
Recent advances and applications of artificial intelligence in 3D bioprinting.
Biophysics Reviews
, 5
(3)
, Article 031301. 10.1063/5.0190208.
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Text
031301_1_5.0190208.pdf - Published Version Access restricted to UCL open access staff until 20 July 2025. Download (2MB) |
Abstract
3D bioprinting techniques enable the precise deposition of living cells, biomaterials, and biomolecules, emerging as a promising approach for engineering functional tissues and organs. Meanwhile, recent advances in 3D bioprinting enable researchers to build in vitro models with finely controlled and complex micro-architecture for drug screening and disease modeling. Recently, artificial intelligence (AI) has been applied to different stages of 3D bioprinting, including medical image reconstruction, bioink selection, and printing process, with both classical AI and machine learning approaches. The ability of AI to handle complex datasets, make complex computations, learn from past experiences, and optimize processes dynamically makes it an invaluable tool in advancing 3D bioprinting. The review highlights the current integration of AI in 3D bioprinting and discusses future approaches to harness the synergistic capabilities of 3D bioprinting and AI for developing personalized tissues and organs.
Type: | Article |
---|---|
Title: | Recent advances and applications of artificial intelligence in 3D bioprinting |
Location: | United States |
DOI: | 10.1063/5.0190208 |
Publisher version: | http://dx.doi.org/10.1063/5.0190208 |
Language: | English |
Additional information: | This version is the version of record. For information on re-use, please refer to the publisher's terms and conditions. |
Keywords: | Printing process, Artificial intelligence, Machine learning, 3D printing, Hydrogels, Natural materials, Pharmaceuticals, Biomaterials and scaffolds, Organs, 3D bioprinting |
UCL classification: | UCL UCL > Provost and Vice Provost Offices > UCL BEAMS UCL > Provost and Vice Provost Offices > UCL BEAMS > Faculty of Engineering Science > Dept of Computer Science UCL > Provost and Vice Provost Offices > UCL BEAMS > Faculty of Engineering Science > Dept of Mechanical Engineering |
URI: | https://discovery-pp.ucl.ac.uk/id/eprint/10195075 |
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