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cs.LG2026
You Only Train Once: Differentiable Subset Selection for Omics Data
Daphné Chopard, Jorge da Silva Gonçalves, Irene Cannistraci +2
Selecting compact and informative gene subsets from single-cell transcriptomic data is essential for biomarker discovery, improving interpretability, and cost-effective profiling.…
cs.LG2026
Benchmarking Machine Learning Architectures for Antimicrobial Stewardship in Pediatric ICUs
Niklas Raehse, Luregn J. Schlapbach, Daphné Chopard
Antimicrobial stewardship (AMS) is critical in pediatric intensive care units (PICUs), where diagnostic uncertainty often drives broad-spectrum antibiotic use, increasing antimicro…