Work

Cryo2StructData : Trained Model and Data Splits (Full)

Year: 2023

Type: dataset

Abstract: This repository includes the trained transformer-based model for the full Cryo2StructData dataset, as well as the training and validation split files. These split files categorize density map EMD-IDs into low, medium, and high resolutions. The dataset is divided into two subsets: a training dataset containing 6,652 maps and a validation dataset containing 740 maps, with a division ratio of 90% and 10%, respectively.

Source: Harvard Dataverse

DOI: 10.7910/dvn/sxnyre

Authors: Giri, Nabin, Wang, Liguo, Cheng, Jianlin

Institutions: University of Missouri System, Brookhaven National Laboratory

Language: English

Topic: Advanced Electron Microscopy Techniques and Applications

Subfield: Structural Biology

Field: Biochemistry, Genetics and Molecular Biology

Domain: Life Sciences

Open Access status: green

Funders: National Institutes of Health, National Institute of General Medical Sciences

Award: Deep learning methods for automated and accurate reconstruction of protein structures from cryo-EM image data

OpenAlex ID: W4398981103

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Cited by: 1

Related to: 10