Deep convolutional neural network Inception-v3 model for differential diagnosing of lymph node in cytological images: a pilot study

Abstract

In summary, after training with a large dataset, the Inception-v3 DCNN model showed great potential in facilitating the diagnosis of cervical lymphadenopathy using cytological images. Analysis of the misdiagnosed cases revealed that NHL was the most challenging cytology type for DCNN to differentiate.