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Characterization of tumour heterogeneity through segmentation-free representation learning on multiplexed imaging data

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High-dimensional multiplexed imaging can reveal the spatial organization of tumour tissues at the molecular level. However, owing to the scale and information complexity of the imaging data, it is challenging to discover and thoroughly characterize the heterog... ...