Figure 3 | Scientific Reports

Figure 3

From: New definitions of human lymphoid and follicular cell entities in lymphatic tissue by machine learning

Figure 3

In silico prototypes of cell entities and its environment based on supervised machine learning models. Here, prototypes are defined as most predictive samples from inter-patient experiments. The top row visualizes the morphological and environmental prototypes of cell entity derived from convolutional neural networks. Red pixel highlight most predictive pixels computed by LRP analysis of the respective discriminative machine learning model. The bottom row displays the most typical tracks per cell type based on Logistic Regression Analysis.

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