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Somayye Taghvaei on Muck Rack

Somayye Taghvaei

As seen in: BioRxiv
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Articles

Machine Learning Approaches for Predicting Virus-Human Protein-Protein Interactions: An Evaluation of Retroviral Interaction Networks

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By Omid Ahmad Mahmoudi, Shirin Salehi, Somayye Taghvaei, Soheil Khosravi
| BioRxiv
Abstract Virus-human protein-protein interactions (VHPPI) are key to understanding how viruses manipulate host cellular functions. This study constructed a retroviral-human PPI network by integrating multiple public databases, resulting in 1,387 interactions between 29 retroviral and 1,026 human genes. Using minimal sequence similarity, we generated a pseudo-negative dataset for model reliability.
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