Pilot corpus: NIH-funded biomedical datasets. Any DOI can be scored on demand — network effects sharpen as coverage grows.

Enhancing nnUNetv2 Training with Autoencoder Architecture for Improved Medical Image Segmentation

Lecture notes in computer science(2025)10.1007/978-3-031-83274-1_17Source: DataRank Database

Enhancing nnUNetv2 Training with Autoencoder Architecture for Improved Medical Image Segmentation is a research paper published in Lecture notes in computer science (2025). On theSindex it has a DataRank of 0. It has been cited 1 time.

N/A

0DataRank · unranked

Scored on demand from live citation data

Open Access1 citations

Download PDF

Cite:

DataRank reads this dataset's downstream impact straight off the citation graph — no black box, no proprietary weighting. How is this computed?

›Methodology & internals

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Pipeline:MetadataData-paper checkEnrichmentCitation networkScoring

Enrichment:Funding (3 grants)OA: hybridTopics (8)IDs (PubMed, PMC)

FAIR Checklist

Context only (not used in score)

Findable (1/2)

Has DOI

Accessible (1/2)

Open Access

Interoperable (0/2)

Reusable (0/3)

FAIR checklist signals are shown for context only and do not affect DataRank scoring.

Run a calibrated FAIR evaluation for this paper →

We only score data papers we can read in full — never from an abstract alone.

Authors (5)

Zhimin Wang ORCID,Eric Ma ORCID,Hao Jiang ORCID,Weiguo Lu ORCID,Yichen An

Live enrichment

PubMed:40337098 PMC:PMC12053516

NIDCR NIH HHS

Grant: R01 DE028290

NCI NIH HHS

Grant: 75N91023C00032

NCI NIH HHS

Grant: R01 CA257814

hybridLicense: cc-by

publisherhttps://link.springer.com/content/pdf/10.1007/978-3-031-83274-1_17.pdf

publisherhttps://link.springer.com/content/pdf/10.1007/978-3-031-83274-1_17

repositoryhttps://pmc.ncbi.nlm.nih.gov/articles/PMC12053516/pdf/nihms-2063620.pdf

Europe_PMChttps://europepmc.org/articles/PMC12053516

Europe_PMChttps://europepmc.org/articles/PMC12053516?pdf=render

Keywords

Head And Neck CancerMedical Image SegmentationTumor SegmentationDeep LearningDice Similarity CoefficientMri-guided RadiotherapyAutoencoderNnunetv2