Fig. 13 | Scientific Reports

Fig. 13

From: Deep learning-based classification of coronary arteries and left ventricle using multimodal data for autonomous protocol selection or adjustment in angiography

Fig. 13

Proposed method: The input data includes the angiography sequences. The first frame of the sequence is considered and pre-processed to remove the collimator region and correct for flip and rotation. This image is provided as input to the Resnet-50 for feature extraction and then to the fully connected layer for final classification.

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