Author

Nino Dekanoidze

David Tvildiani Medical 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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Microbiology· 1

Signature Assays, Organisms & Methods

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Approach:deep learning· 1 Assay:DNA methylation· 1 Research Focus:drug response / drug discovery· 1 Organism:E. coli· 1 Assay:proteomics· 1

Frequent Co-Authors

Gurpreet Bharj· 1 shared Lokendra S. Thakur· 1 shared Mengyuan Ding· 1 shared Sonia Shinde Mahajan· 1 shared Vidhiti Shrivastava· 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 paperMicrobiology

Gurpreet Bharj

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1 paper

Recent·Most cited

Rapid and Interpretable AMR Diagnostics via Genomics and Cell Painting using Differential Geometry-based Directed-Simplicial Neural Networks on Multimodal Data

Lokendra S. Thakur, Sonia Shinde Mahajan, Gurpreet Bharj, Mengyuan Ding, Nino Dekanoidze, Vidhiti Shrivastava

This paper develops a multimodal AI model for rapid AMR prediction using genomic and cellular data, identifying key genomic motifs and phenotypic features associated with antimicrobial resistance.

bioRxiv · Mar 12, 2026 · PreprintMicrobiology