AI-Driven Biomaterial Design: An Intelligent Closed Loop From Reverse Design to Biological Response

January 2026 in “ Frontiers in Cell and Developmental Biology ”

Minglei Liu, Yichuan Zhou, Xiaohan Mei, Zehao Yu, Boyun Guan, Yi Xiao, S S Liu, Hao Wang, Yanguo Qin

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Machine Learning-Driven Optimization of Therapeutic Substance Composition for High-Hardness, Fast-Dissolving Microneedles for Androgenetic Alopecia Treatment

research Machine Learning-Driven Optimization of Therapeutic Substance Composition for High-Hardness, Fast-Dissolving Microneedles for Androgenetic Alopecia Treatment

August 2025 in “PubMed”

Machine learning optimized microneedles for hair loss treatment showed better hair regrowth than minoxidil without safety risks.

Duo-Role Platelet-Rich Plasma: Temperature-Induced Fibrin Gel and Growth Factors' Reservoir for Microneedles to Promote Hair Regrowth

research Duo-Role Platelet-Rich Plasma: Temperature-Induced Fibrin Gel and Growth Factors' Reservoir for Microneedles to Promote Hair Regrowth

February 2023 in “Journal of Advanced Research”

A new method using Platelet-rich Plasma (PRP) in a microneedle can promote hair regrowth more efficiently and is painless, minimally invasive, and affordable.