Author

Mohammad Davoud Ghafari

Shahed UniversityORCID 0000-0002-0620-3728Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Approach:machine learning (classical)· 1 Assay:protein sequence· 1

Frequent Co-Authors

Bahareh DabirmaneshiD· 1 shared Iraj RasooliiD· 1 shared Khosro KhajehiD· 1 shared Mohammadreza GhafariiD· 1 shared Parviz OwliaiD· 1 shared

Activity by Year

2021-2021 · peak 1/yr

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1 shared paperBioinformatics

Bahareh DabirmaneshORCID

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1 paper

Recent·Most cited

Computational analysis of transition temperatures (Tts) of proteins fused to elastin-like polypeptide (ELP): deep fake evaluation of proteins, linkers, and trailers features

Mohammad Davoud Ghafari, Iraj Rasooli, Khosro Khajeh, Bahareh Dabirmanesh, Mohammadreza Ghafari, Parviz Owlia

The paper presents two models for predicting the phase transition temperature (Tt) of Elastin-like polypeptides (ELPs) fused to proteins, linkers, and trailers, achieving high accuracy with R2=99% and 96%, and uses AI to generate fake proteins for validation.

bioRxiv · Dec 29, 2021 · PreprintBioinformatics