Multimodal investigation of bladder cancer data based on computed tomography, whole slide imaging, and transcriptomics.

Quantitative imaging in medicine and surgery(2023)

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摘要
Our work demonstrated the associations between CT, pathologic slices, and molecular signatures, and the potential to use multimodal data analysis in related clinical applications. Multimodal data analysis showed the potential of cross-inference of modal data and had higher diagnostic accuracy than the unimodal method.
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关键词
Multimodal data integration,bladder cancer,cross-modal association,molecular subtype,structural equation model (SEM)
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