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Completed
AI-based virtual immuno staining from H&E slides
FunderNetherlands Organisation for Scientific Research (NWO)
Duration01 Sep 2024 - 31 Aug 2025
Funded underNGF - AiNed AiNed XS Europa 2024-1
Project codeNGF.1609.241.018
Identifiers
Project timeline100%
Description
This project aims to explore deep generative models to simulate immuno staining in breast tissue samples. In pathology, assessing specific biomarkers, through this staining, is of the utmost importance for a detailed diagnosis, but represents additional time and costs. What if we could generate this samples virtually? It would not only facilitate an efficient use of resources but also enhance diagnosis speed and accuracy, contributing to improved patient care, particularly in resourcelimited settings. In this sense, by leveraging both in-house and public datasets, this study aims to demonstrate the feasibility and efficacy of AI models for virtual staining.
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citations 15
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This project aims to explore deep generative models to simulate immuno staining in breast tissue samples. In pathology, assessing specific biomarkers, through this staining, is of the utmost importance for a detailed diagnosis, but represents additional time and costs. What if we could generate this samples virtually? It would not only facilitate an efficient use of resources but also enhance diagnosis speed and accuracy, contributing to improved patient care, particularly in resourcelimited settings. In this sense, by leveraging both in-house and public datasets, this study aims to demonstrate the feasibility and efficacy of AI models for virtual staining.
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