AlgPred 2.0 - Allergen Prediction (Version 2.0) | Tool name | AlgPred 2.0 - Allergen Prediction (Version 2.0) |
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| URL | https://webs.iiitd.edu.in/raghava/algpred2/ |
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| Important features | It implements a hybrid machine-learning ensemble architecture. It maps known IgE structural epitopes, applies BLAST similarity queries against validated allergen databases, scans for consensus sequence motifs via MEME/MAST engines, and uses Random Forest classifiers trained on extensive non-redundant datasets to accurately calculate an allergenic probability index. |
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| Citations | N/A |
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| Year of publication | 2022 |
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| Rank by usage frequency | 93 |
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| Comments | Currently fully active, online, and functional without core server exceptions. |
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| Function | https://webs.iiitd.edu.in/raghava/algpred2/, It implements a hybrid machine-learning ensemble architecture. It maps known IgE structural epitopes, applies BLAST similarity queries against validated allergen databases, scans for consensus sequence motifs via MEME/MAST engines, and uses Random Forest classifiers trained on extensive non-redundant datasets to accurately calculate an allergenic probability index., N/A, 2022, 93, Currently fully active, online, and functional without core server exceptions., General, Software/Tool, Tuberculosis, Bacterial, Most of the Organisms, Functional, Online/Offline, Yes, Yes, Gong, W., Pan, C., Cheng, P., Wang, J., Zhao, G., & Wu, X. (2022). Peptide-Based Vaccines for Tuberculosis. Frontiers in immunology, 13, 830497. https://doi.org/10.3389/fimmu.2022.830497, PMID: 35173740 , PMCID: PMC8841753, Tuberculosis, Online/Offline, 15, 24 |
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