arxivcs.AIcs.ET2026-06-30
Cross-Domain Feature Expansion for Tabular Medical Data via Knowledge Graphs Injection
Mengying Zhou, Yongjie Yin, Haoyan Xin, Guoping Liu, Yang Chen
Acquiring comprehensive cross-domain biomedical profiles is often costly and time-consuming, resulting in severe data scarcity in medical research. To address this challenge, we propose MedKGTab, a knowledge-injected framework specifically engineered for cross-domain feature expa…