Author

Guru Sonpavde

AdventHealthORCID 0000-0002-1010-9611Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Approach:deep learning· 1 Research Focus:differential expression· 1 Assay:DNA methylation· 1 Research Focus:drug response / drug discovery· 1 Research Focus:gene regulatory network inference· 1 Organism:human· 1 Assay:spatial transcriptomics· 1

Frequent Co-Authors

Chen Chen· 1 shared Craig HorbinskiiD· 1 shared Dianyu WangiD· 1 shared Jessica ZhangiD· 1 shared Song WangiD· 1 shared Wei ZhangiD· 1 shared Yanda MengiD· 1 shared Yu TianiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

8 top collaborators · 28 mutual co-author links

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1 shared paperCancer Biology

Chen Chen

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1 paper

Recent·Most cited

A multimodal foundation model linking histopathology and DNA methylation

Dianyu Wang, Jessica Zhang, Chen Chen, Wei Zhang, Song Wang, Yanda Meng, Guru Sonpavde, Craig Horbinski, Yu Tian

HistoMethyl links histopathology with DNA methylation to predict molecular features from H&E slides alone, improving mutation prediction and survival outcomes across multiple cancer cohorts.

bioRxiv · Jun 14, 2026 · PreprintCancer Biology