Agentic AI for Disease-Aware Adaptive Multi-Omics Embedding
IEEE Xplore ↗
A Proof of Concept with PCA and Bulk RNA-Seq Data.
J. Li, A. Woods, A. Yuan. IEEE International
Conference on Data Mining (ICDM) 2025, SAIMBio Workshop. November 2025.
Studied disease-aware weighting and embeddings for multi-omics modeling.
The research pipeline compared 36 model/representation combinations
on 382 samples with stratified five-fold cross validation, reaching a best
reported CV AUC of 0.940 ± 0.014.
IEEE ICDM 2025 · SAIMBio Workshop