Cascade Faster R-CNN Detection for Vulnerable Plaques in OCT Images

Through the application of optical coherence tomography (OCT), computerized medical image analysis can provide intelligent, auxiliary diagnosis for patients with atherosclerosis. In order to provide higher-resolution imaging for medical interventions, a novel deformable cascade faster region-based convolutional neural networks (Faster R-CNN) is proposed to realize vascular plaque recognition in OCT images. The cascade convolutional network is designed for lumen feature detection, and the deformable convolution and region of interest pooling ...
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Harbin Medical University