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Spatial transcriptome reveals histology-correlated immune signature learnt by deep learning attention mechanism on H&E-stained images for ovarian cancer prognosis

Journal of Translational Medicine(2025)10.1186/s12967-024-06007-8Source: DataRank Database

Spatial transcriptome reveals histology-correlated immune signature learnt by deep learning attention mechanism on H&E-stained images for ovarian cancer prognosis is a research paper published in Journal of Translational Medicine (2025). On theSindex it has a DataRank of 0. It has been cited 6 times.

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Enrichment:Funding (2 grants)Impact (FWCI 4.94)OA: goldTopics (60)Linked Datasets (8)DataCite Reuse (8)IDs (PubMed, OpenAlex)SDGs (2)

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Context only (not used in score)

Findable (2/2)

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Accessible (1/2)

Open Access

Interoperable (2/2)

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Authors (5)

Kwong‐Kwok Wong ORCID,Barrett C. Lawson ORCID,Sammy Ferri‐Borgogno ORCID,Samuel C. Mok ORCID,Chun Wai Ng ORCID

Live enrichment

PubMed:39856778 OpenAlex:https://openalex.org/W4406808625

National Institutes of Health

Grant: 1U01CA294459-01

3D Spatial Multi-Omics Profiling of Ovarian Cancer

NCI NIH HHS

Grant: U01 CA294459

FWCI

4.94

Citation Percentile

1.0%

Citation Trend

2026

goldLicense: cc-by

journalhttps://translational-medicine.biomedcentral.com/counter/pdf/10.1186/s12967-024-06007-8

publisherhttps://translational-medicine.biomedcentral.com/counter/pdf/10.1186/s12967-024-06007-8

publisherhttps://link.springer.com/content/pdf/10.1186/s12967-024-06007-8.pdf

publisherhttps://link.springer.com/article/10.1186/s12967-024-06007-8/fulltext.html

journalhttps://doi.org/10.1186/s12967-024-06007-8

Fields of Study

Ferroptosis and cancer prognosisSingle-cell and spatial transcriptomicsCancer Immunotherapy and Biomarkers03 medical and health sciences0302 clinical medicineHumansFemaleOvarian NeoplasmsDeep LearningPrognosisTranscriptomeEosine Yellowish-(YS)Staining and LabelingHematoxylinReproducibility of Results

MeSH Terms

Deep LearningEosine Yellowish-(YS)FemaleHematoxylinHumansImage Processing, Computer-AssistedOvarian NeoplasmsPrognosisStaining and LabelingReproducibility of ResultsGene Expression Regulation, NeoplasticTranscriptome

Keywords

TranscriptomeOvarian cancerConvolutional neural networkCancerMedicineH&E stainImmune systemOncologyArtificial intelligenceComputer scienceComputational biologyBioinformaticsInternal medicineBiologyImmunohistochemistryGeneImmunologyGene expressionOvarian NeoplasmsImmune signatureStaining and LabelingResearchRReproducibility of ResultsDeep learningPrognosisHumansEosine Yellowish-(YS)AttentionFemaleH&EHematoxylinSpatial transcriptome

Sustainable Development Goals

SDG 3: 3. Good healthSDG 0: Good health and well-being

Additional file 1 of Spatial transcriptome reveals histology-correlated immune signature learnt by deep learning attention mechanism on H&E-stained images for ovarian cancer prognosis

10.6084/m9.figshare.28279787.v1figshare

Additional file 1 of Spatial transcriptome reveals histology-correlated immune signature learnt by deep learning attention mechanism on H&E-stained images for ovarian cancer prognosis

10.6084/m9.figshare.28279787figshare

Additional file 2 of Spatial transcriptome reveals histology-correlated immune signature learnt by deep learning attention mechanism on H&E-stained images for ovarian cancer prognosis

10.6084/m9.figshare.28279790figshare

Additional file 3 of Spatial transcriptome reveals histology-correlated immune signature learnt by deep learning attention mechanism on H&E-stained images for ovarian cancer prognosis

10.6084/m9.figshare.28279793.v1figshare

Additional file 2 of Spatial transcriptome reveals histology-correlated immune signature learnt by deep learning attention mechanism on H&E-stained images for ovarian cancer prognosis

10.6084/m9.figshare.28279790.v1figshare

Additional file 3 of Spatial transcriptome reveals histology-correlated immune signature learnt by deep learning attention mechanism on H&E-stained images for ovarian cancer prognosis

10.6084/m9.figshare.28279793figshare

Additional file 4 of Spatial transcriptome reveals histology-correlated immune signature learnt by deep learning attention mechanism on H&E-stained images for ovarian cancer prognosis

10.6084/m9.figshare.28279796figshare

Additional file 4 of Spatial transcriptome reveals histology-correlated immune signature learnt by deep learning attention mechanism on H&E-stained images for ovarian cancer prognosis

10.6084/m9.figshare.28279796.v1figshare