To Improve Protein Sequence Profile Prediction through Image Captioning on Pairwise Residue Distance Map
Sheng Chen, Zhe Sun, Lihua Lin, Zifeng Liu, Xun Liu, Yutian Chong, Yutong Lu, Huiying Zhao, Yuedong Yang
This paper introduces SPROF, a method using 2D pairwise residue distance maps and image captioning to predict protein sequence profiles, achieving a 5.2% improvement over SPIN2.
Journal of Chemical Information and Modeling · Dec 4, 2019Peer-reviewedBioinformatics