An Interpretable, Data‐Driven, Hierarchical Multi‐Domain Fusion Framework for Classification and Motor Function Scoring in Chronic Ankle Instability (Adv. Sci. 55/2026)

Chronic Ankle Instability Inspired by the mechanical ingenuity of the ancient Chinese odometer (jili guche), this cover depicts an injured warrior representing chronic ankle instability (CAI) journeying toward a drum tower symbolizing restored motor function. GM, PL, TA, and SOL illustrate disrupted neuromuscular coordination. A suspended instrument embodies intelligent assessment, while the ankle dial represents the continuous 0-100 motor function score and rehabilitation progress. More details can be found in the Research Article by Tianle Jie, Yaodong Gu, and co-workers (DOI: 10.1002/advs.77212).