Advanced breath analysis through hierarchical deep convolutional neural network for multi-cancer screening.

Breath analysis offers a promising noninvasive strategy for early cancer detection by capturing disease-specific volatile organic compound (VOC) signatures in exhaled breath. In this study, we developed a hierarchical deep convolutional neural networ…

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