Author

Ming-Hui Shi

Northwestern Polytechnical University

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Research Focus:drug response / drug discovery· 1 Organism:human· 1 Approach:machine learning (classical)· 1 Approach:statistical model· 1

Frequent Co-Authors

Jia-Ni LiiD· 1 shared Qing-Qing ZhangiD· 1 shared Shao‐Wu ZhangiD· 1 shared Tinghe ZhangiD· 1 shared Yan-Rui QiangiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

5 top collaborators · 10 mutual co-author links

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1 shared paperBioinformatics

Jia-Ni LiORCID

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1 paper

Recent·Most cited

Causally-inspired meta-representation learning framework for predicting patient-specific clinical responses to drug combinations

Qing-Qing Zhang, Shao‐Wu Zhang, Ming-Hui Shi, Jia-Ni Li, Yan-Rui Qiang, Tinghe Zhang

CaMeRe predicts patient-specific clinical responses to drug combinations by integrating causal representation learning and meta-learning, showing robust performance across multiple datasets and cancer types.

bioRxiv · Aug 21, 2026 · PreprintBioinformatics