Extended Data Fig. 6: Training evolution with our proposed MS-ME model. | Nature Machine Intelligence

Extended Data Fig. 6: Training evolution with our proposed MS-ME model.

From: Modality attention and sampling enables deep learning with heterogeneous marker combinations in fluorescence microscopy

Extended Data Fig. 6: Training evolution with our proposed MS-ME model.The alternative text for this image may have been generated using AI.

The weighted cross-entropy loss (top) and the F1-score (bottom) are shown across epochs for the training (blue) and validation (orange) sets, both for models trained for segmentation of sinusoids (left) and arteries (right). The red dashed line marks the epoch at which we choose the model, based on the highest validation F1-score.

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