Machine Learning-Guided Three-Dimensional Printing of Tissue Engineering Scaffolds

• Published in: Tissue engineering. Part A Vol. 26; no. 23-24; p. 1359
• Main Authors: Conev, Anja, Litsa, Eleni E, Perez, Marissa R, Diba, Mani, Mikos, Antonios G, Kavraki, Lydia E
• Format: Journal Article
• Language: English
• Published: United States 01.12.2020
• Subjects: Machine Learning; Porosity; Printing, Three-Dimensional; Tissue Engineering; Tissue Scaffolds; random forests; tissue engineering; biomaterials; machine learning; printing quality prediction; 3D printing

Various material compositions have been successfully used in 3D printing with promising applications as scaffolds in tissue engineering. However, identifying suitable printing conditions for new materials requires extensive experimentation in a time and resource-demanding process. This study investi...