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Data and Results: Protein Language Model Embeddings for HIV Drug Resistance Prediction

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NIAID Data Ecosystem2026-05-10 收录
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https://figshare.com/articles/dataset/Data_and_Results_Protein_Language_Model_Embeddings_for_HIV_Drug_Resistance_Prediction/31958688
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资源简介:
Raw genotype-phenotype data, processed datasets, analysis results, and publication-quality figures for the study "Protein Language Model Embeddings Improve HIV Drug Resistance Prediction: A Comprehensive Benchmark with Attention-Based Interpretability." Includes Stanford HIVDB genotype-phenotype datasets (PI, NRTI, NNRTI), subtype assignments, multi-PLM comparison results (ESM-2, ESM C 600M, ESM-1v), subtype-stratified performance, temporal holdout validation, and all 10 manuscript figures at 400 DPI. Analysis code is archived separately on Zenodo (DOI: 10.5281/zenodo.19466630).
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2026-04-08
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