Data · dataset · 2024
Improving the annotation process in computational pathology: from manual to semi-automatic approaches in digital nephropathology
Listed in Bicocca Open Archive Research Data
The development of reliable artificial intelligence (AI) algorithms in pathology depends on solid ground truth provided by meticulous annotation of whole slide images (WSI), a time-consuming and operator-dependent process.
Description
A benchmark of the available annotation tools is performed to standardize and streamline this process.
Links
Where it is published
- DOI doi.org/10.17632/c36ywkzrm9.1 ↗
DOI / persistent id · from board unimib it
Catalogue records · 1
- OAI-PMH record board.unimib.it/oai?verb=GetRecord&metadataPrefix=oai_dc&identifier=oai%3Aboar… ↗
metadata API · from board unimib it
Topics
- From keywords
- Earth & Environmental Science · Engineering · Humanities · Life Sciences · Pathology · Social Science
- Inferred from text
- Image 65%
Provenance · 1 source records, 12 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Bicocca Open Archive Research Data | oai:board.unimib.it/c36ywkzrm9.1 | 7 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · board unimib it | connector:board_unimib_it@1.0.0 | |
| concepts[field].anzsrc:field:320220 | mapping · board unimib it | vocabulary-mapper@1.0.0 | keywords['Pathology'] |
| concepts[field].local:field:earth-environmental | mapping · board unimib it | connector:board_unimib_it@1.0.0 | |
| concepts[field].local:field:engineering | mapping · board unimib it | connector:board_unimib_it@1.0.0 | |
| concepts[field].local:field:humanities | mapping · board unimib it | connector:board_unimib_it@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · board unimib it | connector:board_unimib_it@1.0.0 | |
| concepts[field].local:field:social-science | mapping · board unimib it | connector:board_unimib_it@1.0.0 | |
| concepts[modality].local:modality:image | enrichment · board unimib it | keyword-concept-rules@1.0.0 | title+description (65%) |
| description | source · board unimib it | connector:board_unimib_it@1.0.0 | /metadata/dc/description |
| license | source · board unimib it | connector:board_unimib_it@1.0.0 | /metadata/dc/rights |
| publication_date | source · board unimib it | connector:board_unimib_it@1.0.0 | |
| title | source · board unimib it | connector:board_unimib_it@1.0.0 | /metadata/dc/title |