Journal article
AI for biofabrication
Biofabrication, v 17(1), 012004
04 Nov 2024
PMID: 39433065
Featured in Collection : UN Sustainable Development Goals @ Drexel
Abstract
Biofabrication is an advanced technology that holds great promise for constructing highly biomimetic three-dimensional human organs. Such technology would help address the issues of immune rejection and organ donor shortage in organ transplantation, aiding doctors in formulating personalized treatments for clinical patients and replacing animal experiments. Biofabrication typically involves the interdisciplinary application of biology, materials science, mechanical engineering, and medicine to generate large amounts of data and correlations that require processing and analysis. Artificial intelligence (AI), with its excellent capabilities in big data processing and analysis, can play a crucial role in handling and processing interdisciplinary data and relationships and in better integrating and applying them in biofabrication. In recent years, the development of the semiconductor and integrated circuit industries has propelled the rapid advancement of computer processing power. An AI program can learn and iterate multiple times within a short period, thereby gaining strong automation capabilities for a specific research content or issue. To date, numerous AI programs have been applied to various processes around biofabrication, such as extracting biological information, designing and optimizing structures, intelligent cell sorting, optimizing biomaterials and processes, real-time monitoring and evaluation of models, accelerating the transformation and development of these technologies, and even changing traditional research patterns. This article reviews and summarizes the significant changes and advancements brought about by AI in biofabrication, and discusses its future application value and direction.
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Details
- Title
- AI for biofabrication
- Creators
- Chang Zhou - Tsinghua UniversityChangru Liu - Tsinghua UniversityZhendong Liao - Tsinghua UniversityYuan Pang - Tsinghua UniversityWei Sun - Drexel University, Mechanical Engineering and Mechanics
- Publication Details
- Biofabrication, v 17(1), 012004
- Resource Type
- Journal article
- Language
- English
- Academic Unit
- Mechanical Engineering and Mechanics
- Web of Science ID
- WOS:001347953800001
- Scopus ID
- 2-s2.0-85208514935
- Other Identifier
- 991022180703704721
UN Sustainable Development Goals (SDGs)
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Source: SDGs in the Output
InCites Highlights
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- Collaboration types
- Domestic collaboration
- International collaboration
- Web of Science research areas
- Engineering, Biomedical
- Materials Science, Biomaterials