Data · dataset · 2023
Material decomposition with a prototype photon-counting detector CT system
Listed in Borealis
Description
This dataset contains raw projection and flat field scan data for CT reconstruction, as well as the fully normalized and reconstructed CT data for the manuscript: "Material decomposition with a prototype photon-counting detector CT system: expanding a stoichiometric dual-energy CT method via energy bin optimization and K-edge imaging" being submitted to the journal Physics in Medicine and Biology. The manuscript describes a material decomposition method, which is calibrated on CT data and then can be used to decompose subsequent scans into materials' effective atomic number and relative electron density.
File Folder Structure: 00_README.txt Calibration_data - Model calibration data (known tissue-equivalent materials) Evaluation_data - Model evaluation data (known tissue-equivalent materials) Ex-vivo_data - Model evaluation data on real tissue samples Optimization_data - Model optimization data to determine the best scan parameters for model performance
Links
Where it is published
- Dataverse dataset page borealisdata.ca/dataset.xhtml?persistentId=doi%3A10.5683%2FSP3%2FGE6YLE ↗
landing page · from borealisdata ca
- DOI doi.org/10.5683/sp3/ge6yle ↗
DOI / persistent id · from borealisdata ca
Catalogue records · 1
- Dataverse API borealisdata.ca/api/datasets/:persistentId/?persistentId=doi%3A10.5683%2FSP3%2… ↗
metadata API · from borealisdata ca
Topics
- Stated by source
- Medicine, Health and Life Sciences · Physics
- From keywords
- Life Sciences · Medicine & Health · Physics
- Inferred from text
- Clinical sciences 70% · Computed tomography 50% · Imaging 75%
Provenance · 1 source records, 14 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Borealis | doi:10.5683/SP3/GE6YLE | 8 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| concepts[field].anzsrc:group:3202 | enrichment · borealisdata ca | taxonomy-embedding@1.1.0 | title+keywords+description (70%) |
| concepts[field].dataverse_subject:medicine-health-and-life-sciences | source · borealisdata ca | connector:borealisdata_ca@1.0.0 | /subjects |
| concepts[field].dataverse_subject:physics | source · borealisdata ca | connector:borealisdata_ca@1.0.0 | /subjects |
| concepts[field].local:field:life-sciences | mapping · borealisdata ca | connector:borealisdata_ca@1.0.0 | /subjects |
| concepts[field].local:field:medicine-health | mapping · borealisdata ca | connector:borealisdata_ca@1.0.0 | /subjects |
| concepts[field].local:field:physics | mapping · borealisdata ca | connector:borealisdata_ca@1.0.0 | /subjects |
| concepts[modality].local:modality:ct | enrichment · borealisdata ca | keyword-concept-rules@1.0.0 | title+description (50%) |
| concepts[modality].local:modality:imaging | enrichment · borealisdata ca | keyword-concept-rules@1.0.0 | title+description (75%) |
| created_date | source · borealisdata ca | connector:borealisdata_ca@1.0.0 | |
| description | source · borealisdata ca | connector:borealisdata_ca@1.0.0 | /description |
| publication_date | source · borealisdata ca | connector:borealisdata_ca@1.0.0 | |
| title | source · borealisdata ca | connector:borealisdata_ca@1.0.0 | /name |
| updated_date | source · borealisdata ca | connector:borealisdata_ca@1.0.0 | |
| version_label | source · borealisdata ca | connector:borealisdata_ca@1.0.0 |