Illinois Data Bank - Dataset

Data for Unsupervised Sinogram Inpainting for Nanoparticle Electron Tomography (UsiNet) for missing wedge correction
Cite this dataset:
Yao, Lehan; Lyu, Zhiheng; Li, Jiahui; Chen, Qian (2023): Data for Unsupervised Sinogram Inpainting for Nanoparticle Electron Tomography (UsiNet) for missing wedge correction. University of Illinois at Urbana-Champaign. https://doi.org/10.13012/B2IDB-7963044_V1
Dataset Description

Example data for https://github.com/chenlabUIUC/UsiNet
The data contains computer simulated and experimental tilting series (or sinograms) of gold nanoparticles.
Two training data examples are provided:
1. simulated_data.zip
2. experimental_data.zip
In each zip folder, we include an image_data.zip and a training_data.zip. The former is for viewing and only the latter is needed for model training. For more details, please refer to our GitHub repository.
Subject Physical Sciences
Keywords electron tomography; deep learning
License CC BY
Corresponding Creator Qian Chen
Downloaded 173 times
Version DOI Comment Publication Date
1 10.13012/B2IDB-7963044_V1 2023-04-06

Open in Globus File Manager what's this?
581 MB File
241 MB File

Contact the Research Data Service for help interpreting this log.

RelatedMaterial create: {"material_type"=>"Article", "availability"=>nil, "link"=>"https://doi.org/10.1038/s41524-024-01204-x", "uri"=>"10.1038/s41524-024-01204-x", "uri_type"=>"DOI", "citation"=>"Yao, L., Lyu, Z., Li, J. et al. No ground truth needed: unsupervised sinogram inpainting for nanoparticle electron tomography (UsiNet) to correct missing wedges. npj Comput Mater 10, 28 (2024). https://doi.org/10.1038/s41524-024-01204-x", "dataset_id"=>2454, "selected_type"=>"Article", "datacite_list"=>"IsSupplementTo", "note"=>nil, "feature"=>nil} 2024-02-12T16:27:01Z
RelatedMaterial update: {"uri"=>["", "https://github.com/chenlabUIUC/UsiNet"], "uri_type"=>["", "URL"], "citation"=>["", "https://github.com/chenlabUIUC/UsiNet"], "datacite_list"=>["", "IsSupplementedBy"], "note"=>[nil, ""], "feature"=>[nil, false]} 2024-02-12T16:27:01Z
RelatedMaterial update: {"uri"=>[nil, ""], "uri_type"=>[nil, ""], "datacite_list"=>[nil, ""]} 2023-05-11T18:22:36Z
Dataset update: {"version_comment"=>[nil, ""], "subject"=>[nil, "Physical Sciences"]} 2023-05-11T18:22:36Z