Data · dataset · 2022
UT-GPCR002 Machine learning models for CHO-K1 cell segmentation from fluorescence and bright-field microscopy images
Listed in DATADOI
The "UT-GPCR002 Machine learning models for CHO-K1 cell segmentation from fluorescence and bright-field microscopy images" dataset contains the machine learning model files for CHO-K1 cell segmentation from fluorescence and bright-field microscopy images.
Description
Random forest-based models are implemented as Ilastik projects while deep-learning models are implemented in Keras.
Links
Where it is published
- Dataverse dataset page datadoi.ee/dataset.xhtml?persistentId=doi%3A10.23673%2FRE-304 ↗
landing page · from datadoi ee
- DOI doi.org/10.23673/re-304 ↗
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
- Life Sciences
- Inferred from text
- Biochemistry and cell biology 73% · Image 65% · Microscopy 75%
Provenance · 1 source records, 11 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| DATADOI | doi:10.23673/RE-304 | 13 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| concepts[field].anzsrc:group:3101 | enrichment · datadoi ee | taxonomy-embedding@1.1.0 | title+keywords+description (73%) |
| concepts[field].dataverse_subject:other | source · datadoi ee | connector:datadoi_ee@1.0.0 | /subjects |
| concepts[field].local:field:life-sciences | 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 |