步态基础模型从 3D 骨骼运动预测多种健康表型
A gait foundation model for prediction of multisystem health phenotypes from 3D skeletal motion
Why we picked it
拿 3328 人的 3D 骨骼运动数据训了个步态模型，光看走路就能预测心血管、心理和衰弱指标，很新颖的思路。
Nature Medicine 于 2026 年 11 月 6 日发表了一项步态基础模型研究。该模型基于 3,328 名成年人的三维骨骼运动数据训练。它能预测多种临床特征和诊断，涵盖心脏代谢、心理健康和衰弱等表型。研究把步态作为跨多个生理系统的健康信号来建模。
Original · Nature Medicine
A gait foundation model for prediction of multisystem health phenotypes from 3D skeletal motion
Nature Medicine, Published online: 06 November 2026; doi:10.1038/s41591-026-04724-9 A gait foundation model, developed using three-dimensional skeletal motion data from 3,328 adults, predicts a wide array of clinical characteristics and diagnoses, including cardiometabolic, mental health and frailty phenotypes.
