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Transforming EHR data into image matrices enhances deep learning models' accuracy in predicting 5-year survival in colorectal cancer. The VGG16 model achieved up to 78% accuracy and high specificity, ...
After fine-tuning, the VGG16 convolutional neural network outperformed other deep learning models in 2 of 3 key classification tasks. The VGG16 convolutional neural network (CNN) achieved high ...
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