Author

Hsi-Yuan Huang

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Open access Sep 2026

MetExPred: A Comprehensive Prediction Framework with Protein-Context-Aware Multi-view Learning for Drug Metabolism and Excretion

Within the ADMET continuum, metabolism and excretion (ME) form a critical bridge between drug exposure established by absorption and distribution and downstream efficacy and toxicity. However, no existing framework for drug ME prediction has simultaneously achieved broad coverage of endpoints and robust data recency an...

Yu-Xin Huang, Jing-Ting Wan, Gexuyang Wu et al. · bioRxiv · 0 citations

#machine learning Open access Sep 2026

MIRCID: Inferred Hub-miRNAs Drive Cross-Task Improvements in Drug Mechanistic Modeling

MIRCID, a framework comparing gene expression with inferred transcription factor activity and miRNA expression across pathway classification and similarity-based MoA retrieval, supports inferred HubmiRs as a biologically informed recoding of transcriptomic data for perturbational drug modeling, while leaving recovery o...

Xin Cao, Yi-Gang Chen, Jia-Tong Xu et al. · bioRxiv · 0 citations