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Rapid and Interpretable AMR Diagnostics via Genomics and Cell Painting using Differential Geometry-based Directed-Simplicial Neural Networks on Multimodal Data
arXiv:2603.11141v1 Announce Type: new Abstract: Cross-species antimicrobial resistance (AMR) prediction is fundamentally an out-of-distribution (OOD) generalization problem: models trained on one set of bacterial taxa must transfer to phylogenetically distinct genomes that may rely on different resistance mechanisms.
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- Cross-Species Antimicrobial Resistance Prediction from Genomic Foundation ModelsarXiv q-bio.GN (Genomics)
- Rapid and Interpretable AMR Diagnostics via Genomics and Cell Painting using Differential Geometry-based Directed-Sim...bioRxiv (all subjects)
- drGT: Attention-Guided Gene Assessment of Drug Response Utilizing a Drug-Cell-Gene Heterogeneous NetworkarXiv q-bio (new submissions)