2 papers
q-bio.GN2025
GiantHunter: Accurate detection of giant virus in metagenomic data using reinforcement-learning and Monte Carlo tree search
Fuchuan Qu, Cheng Peng, Jiaojiao Guan +3
Motivation: Nucleocytoplasmic large DNA viruses (NCLDVs) are notable for their large genomes and extensive gene repertoires, which contribute to their widespread environmental pres…
q-bio.GN2021
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…