Table 4 Scores for the best-performing ResNet50 LSTM model on 24 new mitosis sequences from 3 additional PC3 cell population videos. The dataset was composed of 20 normal and 4 abnormal mitoses.

From: Automatic classification of normal and abnormal cell division using deep learning

Architecture

Accuracy

Precision

Recall

F1-score

Best ResNet50 LSTM

0.834

0.500

0.750

0.600

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