Myo-ODE: continuous-time trajectory reconstruction and risk prediction of high myopia via neural ordinary differential equations

The global surge in childhood myopia necessitates robust screening tools for early risk stratification; however, conventional predictive models often struggle with irregular follow-up intervals and fail to capture the continuous nature of refractive development. We propose Myo-ODE, a continuous-time...

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Bibliografiske detaljer

Principais autores:	Na Zhao, Runze Zheng, Jinhao Lu, Zhaoyu Huang, Cairui Li, Chao Dai, Xiao Enbei, Jian Wang
Format:	Artigo
Sprog:	Inglês
Udgivet:	Frontiers Media S.A. 2026-07-01
Serier:	Frontiers in Public Health
Fag:	childhood myopia continuous-time modeling dynamic simulation myopia progression neural ordinary differential equations risk stratification
Online adgang:	https://www.frontiersin.org/articles/10.3389/fpubh.2026.1897882/full
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