Integrative whole slide image and spatial transcriptomics analysis with QuST and QuPath

The integration of AI in digital pathology, particularly in whole slide image (WSI) and spatial transcriptomics (ST) analysis, holds immense potential for enhancing disease understanding. Despite challenges such as training pattern preparation and resolution disparities, the convergence of these technologies can unlock insights. We introduce QuST, a QuPath extension that bridges the gap between WSI and ST at single-cell level, highlighting the power of this integrated approach in disease biology.

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Publication Details

Journal
npj Precision Oncology
Published
2025-03-12
DOI
https://doi.org/10.1038/s41698-025-00841-9
Citations
8
Primary Topic
Cell Image Analysis Techniques
Type
article
Field-Weighted Citation Impact
13.07
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article

Integrative whole slide image and spatial transcriptomics analysis with QuST and QuPath

Diane R. Fernandez, Sara Lichtarge, Chao-Hui Huang
8 citations
npj Precision Oncology
Cell Image Analysis Techniques
13.07
article

Integrative whole slide image and spatial transcriptomics analysis with QuST and QuPath

Diane R. Fernandez, Sara Lichtarge, Chao-Hui Huang
article en
8 citations

Abstract

The integration of AI in digital pathology, particularly in whole slide image (WSI) and spatial transcriptomics (ST) analysis, holds immense potential for enhancing disease understanding. Despite challenges such as training pattern preparation and resolution disparities, the convergence of these technologies can unlock insights. We introduce QuST, a QuPath extension that bridges the gap between WSI and ST at single-cell level, highlighting the power of this integrated approach in disease biology.

npj Precision OncologyVol. 9(1)
Pfizer (United States) (US)
Openalex Percentile: Top 1%
Cell Image Analysis Techniques
13.07
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Integrative whole slide image and spatial transcriptomics analysis with QuST and QuPath — Diane R. Fernandez, Sara Lichtarge, et al. · npj Precision Oncology (2025) | TGRS Research Map | TGRS