Extended Data Fig. 4: Classification of time-lapse data by experts and EmbryoNet, and classification performance with different microscope data sets. | Nature Methods

Extended Data Fig. 4: Classification of time-lapse data by experts and EmbryoNet, and classification performance with different microscope data sets.

From: EmbryoNet: using deep learning to link embryonic phenotypes to signaling pathways

Extended Data Fig. 4: Classification of time-lapse data by experts and EmbryoNet, and classification performance with different microscope data sets.

(a-c) Schematics and confusion matrices show classification of image series of the respective assessors. Human experts (a,b) knew that all embryos within a movie received the same treatment. (d,e) Confusion matrices showing the performance of EmbryoNet (d) and EmbryoNet-Prime (e) if only test data from either microscope 1 (d’,e’, ACQUIFER Imaging Machine) or microscope 2 (d’’,e’’, Keyence BZ-X810) was used.

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