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Table · dataset · 2026

GastricUS-Seg: an expert-annotated oral contrast-enhanced ultrasound image dataset for gastric cancer lesion segmentation

Listed in ZivaHub and Deakin Research Online and DMU Figshare and HKU DataHub and Swinburne Figshare and DaYta Ya Rona and SUNScholarData and figshare and Loughborough Research Repository and GRANTS Data and UP Research Data Repository — shown once because both records carry DOI 10.6084/m9.figshare.34033485.v1

<p dir="ltr">GastricUS-Seg contains 616 transabdominal B-mode ultrasound images from 104 patients with pathologically confirmed primary gastric cancer, acquired after oral contrast filling of the stomach at a single tertiary hospital in China and organised into eight anonymised acquisition groups (A–H).

Description

Every image is paired with a binary pixel-level lesion mask (PNG, 255 = lesion, 0 = background). The release also contains official patient-level five-fold cross-validation splits, de-identified patient and acquisition-group metadata, a log of the burned-in text that was masked during de-identification, benchmark results of thirteen segmentation networks, and the code for loading, integrity checking, evaluation and split generation.

File structure and field definitions are given in README.md. The dataset is described in a Data Descriptor submitted to Scientific Data.</p>

Links

Where it is published

Catalogue records · 1

Topics

From keywords
Astronomy & Astrophysics · Biomedical imaging · Biomedical imaging · Biomedical imaging · Biomedical imaging · Biomedical imaging · Biomedical imaging · Biomedical imaging · Biomedical imaging · Biomedical imaging · Biomedical imaging · Biomedical imaging · Cancer diagnosis · Cancer diagnosis · Cancer diagnosis · Cancer diagnosis · Cancer diagnosis · Cancer diagnosis · Cancer diagnosis · Cancer diagnosis · Cancer diagnosis · Cancer diagnosis · Cancer diagnosis · Chemistry · Chemistry · Chemistry · Computer Science & AI · Computer Science & AI · Computer Science & AI · Computer Science & AI · Computer Science & AI · Computer Science & AI · Computer Science & AI · Computer Science & AI · Computer Science & AI · Computer Science & AI · Computer Science & AI · Deep learning · Deep learning · Deep learning · Deep learning · Deep learning · Deep learning · Deep learning · Deep learning · Deep learning · Deep learning · Deep learning · Earth & Environmental Science · Earth & Environmental Science · Earth & Environmental Science · Earth & Environmental Science · Earth & Environmental Science · Earth & Environmental Science · Earth & Environmental Science · Earth & Environmental Science · Earth & Environmental Science · Earth & Environmental Science · Earth & Environmental Science · Economics & Finance · Economics & Finance · Engineering · Engineering · Engineering · Engineering · Humanities · Humanities · Humanities · Humanities · Humanities · Life Sciences · Life Sciences · Life Sciences · Life Sciences · Life Sciences · Materials Science · Mathematics & Statistics · Medicine & Health · Medicine & Health · Medicine & Health · Medicine & Health · Medicine & Health · Medicine & Health · Medicine & Health · Medicine & Health · Medicine & Health · Medicine & Health · Medicine & Health · Ocean & Atmospheric Science · Psychology & Behavioral Science · Psychology & Behavioral Science · Radiology and organ imaging · Radiology and organ imaging · Radiology and organ imaging · Radiology and organ imaging · Radiology and organ imaging · Radiology and organ imaging · Radiology and organ imaging · Radiology and organ imaging · Radiology and organ imaging · Radiology and organ imaging · Radiology and organ imaging · Social Science · Social Science · Social Science · Social Science · Social Science
Inferred from text
Cancer 75% · Image 75% · Text 75%
Provenance · 11 source records, 115 field assertions
SourceKeyLast seenRaw
ZivaHuboai:figshare.com:article/340334855 d agoJSON v1
Deakin Research Onlineoai:figshare.com:article/340334855 d agoJSON v1
DMU Figshareoai:figshare.com:article/340334855 d agoJSON v1
HKU DataHuboai:figshare.com:article/340334855 d agoJSON v1
Swinburne Figshareoai:figshare.com:article/340334855 d agoJSON v1
DaYta Ya Ronaoai:figshare.com:article/340334855 d agoJSON v1
SUNScholarDataoai:figshare.com:article/340334855 d agoJSON v1
figshareoai:figshare.com:article/340334854 d agoJSON v1
Loughborough Research Repositoryoai:figshare.com:article/340334854 d agoJSON v1
GRANTS Dataoai:figshare.com:article/340334854 d agoJSON v1
UP Research Data Repositoryoai:figshare.com:article/340334854 d agoJSON v1
FieldAssertionExtractorEvidence
access_levelsource · zivahub uct ac zaconnector:zivahub_uct_ac_za@1.0.0
concepts[disease].local:disease:cancerenrichment · zivahub uct ac zakeyword-concept-rules@1.0.0title+description (75%)
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concepts[field].anzsrc:field:400304mapping · figshare dmu ac ukvocabulary-mapper@1.0.0keywords['Biomedical imaging']
concepts[field].anzsrc:field:400304mapping · repository lboro ac ukvocabulary-mapper@1.0.0keywords['Biomedical imaging']
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concepts[field].local:field:earth-environmentalmapping · figshare swinburne edu auconnector:figshare_swinburne_edu_au@1.0.0
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concepts[field].local:field:earth-environmentalmapping · dayta nwu ac zaconnector:dayta_nwu_ac_za@1.0.0
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concepts[field].local:field:life-sciencesmapping · scholardata sun ac zaconnector:scholardata_sun_ac_za@1.0.0
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concepts[field].local:field:mathematics-statisticsmapping · repository lboro ac ukconnector:repository_lboro_ac_uk@1.0.0
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concepts[field].local:field:medicine-healthmapping · dayta nwu ac zaconnector:dayta_nwu_ac_za@1.0.0
concepts[field].local:field:medicine-healthmapping · repository lboro ac ukconnector:repository_lboro_ac_uk@1.0.0
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concepts[field].local:field:ocean-atmosphericmapping · figshare comconnector:figshare_com@1.0.0
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