70 citations · 83 across the 4 of their papers we have counts for
Showing 2022Show all
2 papers · 1 filter
q-bio.BM2022★ 70 cited
Deep learning for reconstructing protein structures from cryo-EM density maps: recent advances and future directions
Nabin Giri, Raj S. Roy, Jianlin Cheng
Cryo-Electron Microscopy (cryo-EM) has emerged as a key technology to determine the structure of proteins, particularly large protein complexes and assemblies in recent years. A ke…
cs.LG2022★ 6 cited
DRLComplex: Reconstruction of protein quaternary structures using deep reinforcement learning
Elham Soltanikazemi, Raj S. Roy, Farhan Quadir +3
Predicted inter-chain residue-residue contacts can be used to build the quaternary structure of protein complexes from scratch. However, only a small number of methods have been de…