Juyong Kim

Text Knows What, Tables Know When: Clinical Timeline Reconstruction via Retrieval-Augmented Multimodal Alignment

A retrieval-augmented multimodal alignment framework that bridges this gap to improve the temporal precision of absolute clinical timelines extracted from text and shows that aligning these modalities can produce a more temporally faithful and clinically informative reconstruction of patient trajectories than either so...