Figure 5 | Scientific Reports

Figure 5

From: Deep learning-based decision support system for the diagnosis of neoplastic gallbladder polyps on ultrasonography: Preliminary results

Figure 5

Training curves of DL-DSS. The orange and blue curves represent the (a) accuracy and (b) loss on the development and test datasets, respectively. We used an early stopping strategy to prevent overfitting, and training was performed up to 400 epochs where validation loss has reached a plateau. Final accuracy was 96.69% and 88.58% in the development set and test set.

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