Feature learning augmented with sampling and heuristics (FLASH) improves model performance and biomarker identification
Abstract Big biological datasets, such as gene expression profiles, often contain redundant features that degrade model performance and limit generalization across independent datasets with complexities like class imbalance and hidden sub-clusters. To overcome challenges, we present ‘FLASH’, a novel...
সংরক্ষণ করুন:
| প্রধান লেখক: | , , |
|---|---|
| বিন্যাস: | Artigo |
| ভাষা: | Inglês |
| প্রকাশিত: |
Nature Portfolio
2025-12-01
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| মালা: | npj Systems Biology and Applications |
| অনলাইন ব্যবহার করুন: | https://doi.org/10.1038/s41540-025-00614-x |
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