NSF award 2442063 · Georgia Tech Research Corporation

CAREER: Machine Learning Algorithms for Tackling Annotation Inequality in Protein Function Characterization

Final report due

29 December 2030

in 1,533 days · The award ends on 31 August 2030.

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Award card

Award number: 2442063
Period of support: 1 Sep 2025 – 31 Aug 2030
Amount: $773,200
Awardee: Georgia Tech Research Corporation, Atlanta, GA
Program: Innovation: Bioinformatics
Directorate: BIO

Abstract

Much of life science research is centered on understanding the functional roles of proteins. However, most scientific attention has historically focused on a limited set of increasingly well-known proteins, while the biological functions of the vast majority remain largely unknown, leading to an “annotation inequality” that biases our understanding of protein functions. This project aims to advance protein function…

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