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Knowledge Graph Modulated Deep Learning for Limited-Sample Clinical Data Analysis

arXiv cs.LG · 2026-05-26 Cached

GiG is a knowledge graph-modulated deep learning framework that integrates biological knowledge graphs as edges and patient-specific data as node features, outperforming SOTA by up to 49% in limited-sample clinical tasks.

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