Extended Data Fig. 2: Deep learning algorithm development and application. | Nature Medicine

Extended Data Fig. 2: Deep learning algorithm development and application.

From: An augmented reality microscope with real-time artificial intelligence integration for cancer diagnosis

Extended Data Fig. 2

In the development phase, we first sample patches of size 911 × 911 pixels from digitized whole-slide imagery. The patches are then preprocessed to match the data distribution of microscope images. In the application phase, an image of size 2,560 × 2,560 pixels is provided to the network. The output of the network is a heatmap depicting the likelihood of cancer at each pixel location.

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