244 citations · 682 across the 15 of their papers we have counts for
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q-bio.GN2021★ 61 cited
Predicting the hosts of prokaryotic viruses using GCN-based semi-supervised learning
Jiayu Shang, Yanni Sun
Background: Prokaryotic viruses, which infect bacteria and archaea, are the most abundant and diverse biological entities in the biosphere. To understand their regulatory roles in…
q-bio.GN2021★ 172 cited
Bacteriophage classification for assembled contigs using Graph Convolutional Network
Jiayu Shang, Jingzhe Jiang, Yanni Sun
Motivation: Bacteriophages (aka phages), which mainly infect bacteria, play key roles in the biology of microbes. As the most abundant biological entities on the planet, the number…