Data · dataset · 2022
ArtSeg-CHO-M4R: artifact segmentation in microscopy of ligand binding to M4 muscarinic receptor in live CHO-K1-hM4 cells.
Listed in DATADOI
The "ArtSeg-CHO-M4R, artifact segmentation in microscopy of ligand binding to M4 muscarinic receptor in live CHO-K1-hM4 cells" dataset contains microscopy images along with the ground truth binary masks for artifact segmentation from brightfield images.
Description
The dataset consists of three main directories for train, validation, and test splits. The images' datatype is an unsigned integer (uint8) with a range from 0 and 255 while the ground truth masks pixel values are 0 or 1.
Links
Where it is published
- Dataverse dataset page datadoi.ee/dataset.xhtml?persistentId=doi%3A10.23673%2FRE-307 ↗
landing page · from datadoi ee
- DOI doi.org/10.23673/re-307 ↗
DOI / persistent id · from datadoi ee
Catalogue records · 1
- Dataverse API datadoi.ee/api/datasets/:persistentId/?persistentId=doi%3A10.23673%2FRE-3… ↗
metadata API · from datadoi ee
Topics
- Stated by source
- Other
- From keywords
- Computer Science & AI · Deep learning
- Inferred from text
- Image 65% · Microscopy 75%
Provenance · 1 source records, 11 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| DATADOI | doi:10.23673/RE-307 | 13 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| concepts[field].anzsrc:field:461103 | mapping · datadoi ee | vocabulary-mapper@1.0.0 | keywords['deep learning'] |
| concepts[field].dataverse_subject:other | source · datadoi ee | connector:datadoi_ee@1.0.0 | /subjects |
| concepts[field].local:field:computer-science-ai | mapping · datadoi ee | connector:datadoi_ee@1.0.0 | /subjects |
| concepts[modality].local:modality:image | enrichment · datadoi ee | keyword-concept-rules@1.0.0 | title+description (65%) |
| concepts[modality].local:modality:microscopy | enrichment · datadoi ee | keyword-concept-rules@1.0.0 | title+description (75%) |
| created_date | source · datadoi ee | connector:datadoi_ee@1.0.0 | |
| description | source · datadoi ee | connector:datadoi_ee@1.0.0 | /description |
| publication_date | source · datadoi ee | connector:datadoi_ee@1.0.0 | |
| title | source · datadoi ee | connector:datadoi_ee@1.0.0 | /name |
| updated_date | source · datadoi ee | connector:datadoi_ee@1.0.0 | |
| version_label | source · datadoi ee | connector:datadoi_ee@1.0.0 |