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Yan-Ning Yang

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Review Open access Sep 2026

Large language models for bioink knowledge extraction, design, and biofabrication workflow automation: A critical conceptual review

Three-dimensional (3D) bioprinting offers precise spatial control for fabricating cell-laden constructs, yet bioink development remains constrained by labor-intensive trial-and-error experiments and fragmented reporting. Conventional machine-learning pipelines can support quantitative property prediction but generally...

Yang-Yang Wang, Jia-Xun Zhang, Hao-Tian Bai et al. · 0 citations

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