Ashwin Dhakal

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 12

Top Topics

Machine Learning

Artificial Intelligence

Electron Microscopy

Top Venues

bioRxiv : the preprint server for biology

Bioinformatics (Oxford, England)

Briefings in bioinformatics

Scientific data

This page only lists publications with an associated author ORCID identifier.

Publications

Ashwin Dhakal, Rajan Gyawali, Liguo Wang, Jianlin Cheng
CryoTransformer: a transformer model for picking protein particles from cryo-EM micrographs. Bioinformatics (Oxford, England) 40 (3) (2024)
Ashwin Dhakal, Rajan Gyawali, Liguo Wang, Jianlin Cheng
CryoTransformer: a transformer model for picking protein particles from cryo-EM micrographs. Bioinformatics (Oxford, England) 40 (3) (2024)
Ashwin Dhakal, Rajan Gyawali, Liguo Wang, Jianlin Cheng
CryoPPP: A Large Expert-Labelled Cryo-EM Image Dataset for Machine Learning Protein Particle Picking. bioRxiv : the preprint server for biology (2023)
Rajan Gyawali, Ashwin Dhakal, Liguo Wang, Jianlin Cheng
CryoVirusDB: A Labeled Cryo-EM Image Dataset for AI-Driven Virus Particle Picking. bioRxiv : the preprint server for biology (2023)
Rajan Gyawali, Ashwin Dhakal, Liguo Wang, Jianlin Cheng
CryoVirusDB: A Labeled Cryo-EM Image Dataset for AI-Driven Virus Particle Picking. bioRxiv : the preprint server for biology (2023)
Rajan Gyawali, Ashwin Dhakal, Liguo Wang, Jianlin Cheng
CryoVirusDB: A Labeled Cryo-EM Image Dataset for AI-Driven Virus Particle Picking. bioRxiv : the preprint server for biology (2023)
Ashwin Dhakal, Rajan Gyawali, Liguo Wang, Jianlin Cheng
CryoPPP: A Large Expert-Labelled Cryo-EM Image Dataset for Machine Learning Protein Particle Picking. bioRxiv : the preprint server for biology (2023)
Ashwin Dhakal, Rajan Gyawali, Liguo Wang, Jianlin Cheng
A large expert-curated cryo-EM image dataset for machine learning protein particle picking. Scientific data 10 (1) (2023)
Rajan Gyawali, Ashwin Dhakal, Liguo Wang, Jianlin Cheng
Accurate cryo-EM protein particle picking by integrating the foundational AI image segmentation model and specialized U-Net. bioRxiv : the preprint server for biology (2023)
Rajan Gyawali, Ashwin Dhakal, Liguo Wang, Jianlin Cheng
CryoVirusDB: A Labeled Cryo-EM Image Dataset for AI-Driven Virus Particle Picking. bioRxiv : the preprint server for biology (2023)
Ashwin Dhakal, Rajan Gyawali, Liguo Wang, Jianlin Cheng
CryoTransformer: A Transformer Model for Picking Protein Particles from Cryo-EM Micrographs. bioRxiv : the preprint server for biology (2023)
Ashwin Dhakal, Cole McKay, John J Tanner, Jianlin Cheng
Artificial intelligence in the prediction of protein-ligand interactions: recent advances and future directions. Briefings in bioinformatics (2021)