[A convolutional neural network based model for assisting pathological diagnoses on thyroid liquid-based cytology].
M H Ye, W Y Chen, B J Cai, Cheng Jin, Xianglei He · PubMed · 2021
The performance of a deep-learning based model is equivalent to pathologists' diagnostic performance, but its efficiency is far beyond. The model can greatly improve consistency and efficiency, and reduce the missed diagnosis rate. In the future, larger studies should have more morphology diversity, improve model's accuracy and eventually develop a model for direct clinical use.