Author

Huma Perveen

University of Sussex

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Research Focus:cell type annotation· 1 Approach:deep learning· 1 Approach:machine learning (classical)· 1 Assay:protein sequence· 1 Approach:transformer / foundation model· 1

Frequent Co-Authors

Julie WeedsiD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

1 paper

Recent·Most cited

Protein sequence classification using natural language processing techniques

Huma Perveen, Julie Weeds

This paper applies NLP techniques to classify protein sequences using various machine learning and deep learning models, finding that ensemble methods and transformers achieve high accuracy.

Discover Artificial Intelligence · May 22, 2025Peer-reviewedBioinformatics