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Improving prediction performance of general protein language model by domain-adaptive ... - Nature

Retrieved on: 2024-09-07 18:28:37

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Improving prediction performance of general protein language model by domain-adaptive ... - Nature. View article details on hiswai:

Summary

The article explains the development and performance of ESM-DBP, a bioinformatics model using transformers and deep learning to predict protein functions, specifically DNA-binding proteins (DBPs). It compares ESM-DBP with existing models and highlights its superior accuracy. The tags and key concepts identify relevant features and methodologies like hidden Markov models and AlphaFold, underscoring the model's use of advanced machine learning techniques in bioinformatics.

Article found on: www.nature.com

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