Rajan Gyawali

A large expert-curated cryo-EM image dataset for machine learning protein particle picking

Ashwin Dhakal, Rajan Gyawali, Liguo Wang et al. · Scientific Data · 2023 · 60 citations · Full text

Life Sciences, Biophysics, Computer Science +14

CryoTransformer: a transformer model for picking protein particles from cryo-EM micrographs

Ashwin Dhakal, Rajan Gyawali, Liguo Wang et al. · Bioinformatics · 2024 · 41 citations · Full text

Life Sciences, Biochemistry, Biophysics +15

CryoSegNet: accurate cryo-EM protein particle picking by integrating the foundational AI image segmentation model and attention-gated U-Net

Rajan Gyawali, Ashwin Dhakal, Liguo Wang et al. · Briefings in Bioinformatics · 2024 · 39 citations · Full text

Life Sciences, Bioinformatics, Computer Science +12

Predicting Protein-Ligand Binding Structure Using E(n) Equivariant Graph Neural Networks

Ashwin Dhakal, Rajan Gyawali, Jianlin Cheng · bioRxiv (Cold Spring Harbor Laboratory) · 2023 · 15 citations · Full text

Pharmacy, Bioinformatics, Drug Design +13

CryoPPP: A Large Expert-Labelled Cryo-EM Image Dataset for Machine Learning Protein Particle Picking

Ashwin Dhakal, Rajan Gyawali, Liguo Wang et al. · bioRxiv (Cold Spring Harbor Laboratory) · 2023 · 13 citations · Full text

Life Sciences, Biophysics, Molecular Biology +15