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  Indian J Med Microbiol
 

Figure 4: Detection flow for signet ring cells. First, gland areas are detected at ×10 to mask goblet cells. Next, outside of the glands, candidate areas for signet ring cells are detected based on the cytoplasm's color and shape. Finally, the candidates are confirmed at ×40 using two Convolutional Neural Networks, the one focuses on the squashed nuclei, and the other on cytoplasm characteristics

Figure 4: Detection flow for signet ring cells. First, gland areas are detected at ×10 to mask goblet cells. Next, outside of the glands, candidate areas for signet ring cells are detected based on the cytoplasm's color and shape. Finally, the candidates are confirmed at ×40 using two Convolutional Neural Networks, the one focuses on the squashed nuclei, and the other on cytoplasm characteristics