Extended Data Fig. 2: Glimpse extraction and cell masking to determine the best image input scale for prediction.
From: Learning biophysical determinants of cell fate with deep neural networks
Three different scale windows are extracted, Small, Mid and Large, corresponding to 21 × 21 μm, 42 × 42 μm and 84 × 84 μm FOV respectively. For the mid-scale, we also perform masking, by removing either the neighbor cells or the central cell to determine the important features for prediction.
