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Hyperbolic graph autoencoder-based functional protein network analysis for preserving edible biodiversity in endangered food species

Abstract Protein function prediction, protein–protein interaction (PPI) prediction, and complex identification are essential tasks in bioinformatics and play a critical role in understanding biological mechanisms underlying food traits such as stress resistance, nutritional content, and resilience....

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Uloženo v:
Hlavní autoři: Haewon Byeon, Ajith Sundaram, Komatigunta Nagaraju, Elangovan Muniyandy, Mukesh Soni, Mohammed Wasim Bhatt, Mulugeta Tesema
Médium: Artigo
Jazyk:Inglês
Vydáno: Springer 2025-12-01
Edice:Discover Food
Témata:
Bioinformatics
Graph autoencoder
Protein–protein interaction
Protein function prediction
Hyperbolic space
Fermi-Dirac function
On-line přístup:https://doi.org/10.1007/s44187-025-00700-3
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