Scientific role
Target-domain evaluation
S-BIAD634 is used to study how a source-domain segmentation model behaves when the microscopy domain changes.
DatasetTarget domain
S-BIAD634
A heterogeneous human target-domain dataset used in the BioNuclei cross-domain transfer and failure-analysis pathway.
Authoritative provider
BioImage Archive
The repository records S-BIAD634 as an EMBL-EBI BioImage Archive accession.
Open dataset informationValidation policy
Target data remain separate from source training.
The target-domain protocol requires explicit accession and download records, preservation of metadata needed for biological-group splits, deterministic handling of dependent images or patches, and verification of annotation and image correspondence.
Zero shot
No target labels for transfer
The experiment matrix defines the target domain without training labels for zero-shot evaluation.
Pairing
Correspondence must be verified
Image and annotation correspondence is checked before target-domain training or evaluation uses the data.
Splits
Dependent data stay together
The repository policy avoids random splitting of dependent images or patches.
Provenance
Accession and acquisition recorded
The accession and download date are part of the dataset record.
Repository handling
Inspect the acquisition and validation policy.
The repository does not redistribute third-party raw data. Acquisition scripts and manifests record how the public dataset is obtained and checked.
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