Author

Christopher Baker

Queen's University BelfastORCID 0000-0002-0231-5087Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Assay:bulk RNA-seq· 1 Assay:CRISPR screen· 1 Approach:deep learning· 1 Research Focus:drug response / drug discovery· 1 Organism:human· 1 Organism:mouse· 1 Approach:statistical model· 1

Frequent Co-Authors

Hao WangiD· 1 shared Karen Rafferty· 1 shared Simon S. McDadeiD· 1 shared Tianyu ReniD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

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4 top collaborators · 6 mutual co-author links

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1 shared paperCancer Biology

Hao WangORCID

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1 paper

Recent·Most cited

Autonomous computational prioritisation of colorectal cancer vulnerabilities via multi-scale AI swarms

Christopher Baker, Tianyu Ren, Karen Rafferty, Hao Wang, Simon S. McDade

This paper introduces a neuro-symbolic framework that autonomously prioritizes colorectal cancer vulnerabilities using multi-scale AI swarms and clinical data, identifying IGF2 as a predictive biomarker for 5-Fluorouracil sensitivity.

bioRxiv · Jul 10, 2026 · PreprintCancer Biology