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Dataset-Aware Preprocessing for Hippocampal Segmentation: Insights from Ablation and Transfer Learning

Mathematics(2025)10.3390/math13203309Source: DataRank Database

Dataset-Aware Preprocessing for Hippocampal Segmentation: Insights from Ablation and Transfer Learning is a research paper published in Mathematics (2025). On theSindex it has a DataRank of 0. It has been cited 1 time.

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0DataRank · unranked

Scored on demand from live citation data

Open Access1 citations

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›Methodology & internals

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Pipeline:MetadataData-paper checkEnrichmentCitation networkScoring

Enrichment:Funding (4 grants)Impact (FWCI 0.34)OA: goldTopics (15)IDs (PubMed, OpenAlex)

FAIR Checklist

Context only (not used in score)

Findable (1/2)

Has DOI

Accessible (1/2)

Open Access

Interoperable (0/2)

Reusable (0/3)

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Authors (4)

Junhyung Kim ORCID,Ji‐In Kim ORCID,Goo‐Rak Kwon ORCID,Faizaan Fazal Khan ORCID

Live enrichment

PubMed:26657633 OpenAlex:https://openalex.org/W4415271613

National Research Foundation of Korea (NRF) funded by the Korean Government Ministry of Science and ICT

Grant: NRF-2021R1I1A3050703

BrainKorea21Four Program through the National Research Foundation of Korea (NRF) funded by the Ministry of Education

Grant: 4299990114316.

Basic Science Research Program through the National Research Foundation of Korea (NRF) funded by the Ministry of Education

Grant: RS-2023-0027033

Global-Learning & Academic research institution for Master’s·PhD students, and Postdocs(LAMP) Program of the National Research Foundation of Korea(NRF) grant funded by the Ministry of Education

Grant: RS-2023-00285353

FWCI

0.34

Citation Percentile

0.6%

Citation Trend

2026

goldLicense: cc-by

journalhttps://www.mdpi.com/2227-7390/13/20/3309/pdf?version=1760682239

GOLDhttps://www.mdpi.com/2227-7390/13/20/3309/pdf?version=1760682239

publisherhttps://www.mdpi.com/2227-7390/13/20/3309/pdf?version=1760682239

publisherhttps://www.mdpi.com/2227-7390/13/20/3309/pdf

journalhttps://doi.org/10.3390/math13203309

Fields of Study

Medical Imaging and AnalysisBrain Tumor Detection and ClassificationMedical Image Segmentation TechniquesMedicineComputer Science

Keywords

SegmentationPreprocessorPipeline (software)Transfer of learningPattern recognition (psychology)Data pre-processingDeep learningHARPHausdorff distancePerspective (graphical)