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Bridging spatial proteomics and classical histopathology: advanced spatial analysis through H&E-enhanced multiplexed immunoprofiling

Kok Hao Chen, Alistair N. Boettiger, Jeffrey R. Moffitt, Siyuan Wang, Xiaowei Zhuang
Science 348, aaa6090 (2015)

This work demonstrates how combining same-slide H&E with multiplex immunofluorescence enhances spatial interpretation, enabling precise tumor/stroma segmentation, improved annotation accuracy, and richer biological insights. Using GAN-based H&E→mIF fusion and deep learning, the study shows how H&E can boost downstream spatial proteomics workflows.

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