Tissue engineering scheming by artificial intelligence.
Tissue engineers are often confused when seeking the most effective, economical and secure scheme for tissue engineering. The aim of this study is to generate tissue engineering schemes with artificial intelligence instead of human intelligence. The experimental data of tissue engineered cartilage were integrated and standardized with a centralized database, and a scheme engine was developed using artificial intelligent methods (artificial neural networks and decision trees). The scheme engine was trained with existing cases in the database, and then was used to generate tissue engineering schemes for new experimental animals. Following the schemes generated by the artificial intelligent system, we cured 18 of the 20 experimental animals. In conclusion, artificial intelligence is a powerful method for decision making in the tissue engineering realm.
Xu
J
J
Department of General Surgery, The Shanghai Tenth People's Hospital of Tongji University, Shanghai, PR China. wwwdbwww@163.com
Ge
H
H
Zhou
X
X
Yang
D
D
D000465:Algorithms; D000818:Animals; D001185:Artificial Intelligence; D002357:Cartilage Diseases / Q000628:therapy; D019992:Databases as Topic; D003663:Decision Trees; D016571:Neural Networks, Computer; D011817:Rabbits; D015203:Reproducibility of Results; D012984:Software; D023822:Tissue Engineering / Q000379:methods*