Fig. 2: Optimized multimodal imaging triggered by our model, AEGON. | Nature Communications

Fig. 2: Optimized multimodal imaging triggered by our model, AEGON.

From: Self-driving microscopy detects the onset of protein aggregation and enables intelligent Brillouin imaging

Fig. 2

a Classification matrix of our model AEGON for predicting aggregation onset. Performance metrics: precision = 1.0, recall =  0.82, F1 score = 0.9, accuracy = 0.91. b Test-set examples of correctly predicted events and correctly predicted non-events. Inset images show the eventual fate of these fields of view. Training and test set data were collected from more than three independent experiments. c Multimodal (fluorescence and QPI) images captured after an event is detected by our model within our SDM pipeline. The intensity in each image is locally rescaled between 0 and 1. Images are representative of experiments conducted more than three independent times. Scale bars: 5 µm.

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