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Sriram Mamidala

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#protein folding Sep 2026

Enhancing protein subcellular localization prediction through language model-based knowledge embeddings and machine learning techniques.

Evaluating the effectiveness of embeddings from five Protein Language Models, including ProtBERT-BFD, ESM-2, ProtALBERT, ProLLaMA, and ProtGPT-2, as input features for various machine learning classifiers suggests that while current embeddings offer strong performance, further advancements in feature extraction and mod...

Karthik Avinash, S. Tejas, Sriram Mamidala et al. · Analytical Biochemistry · 0 citations