DevelopmentODE: Structured Neural ODEs for Early Brain Development Dynamics Across a Decade
A structured continuous-time framework that organizes population- and subject-specific variation within a shared developmental geometry while allowing the governing dynamics to evolve with age is proposed, which consistently outperforms competing baselines across short- and long-horizon predictions.
Kai-Qiao Han, Haitao Chen, B. Quah et al.
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