Chinese medical journal
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Chin. Med. J.
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Chinese medical journal · Dec 2019
Deep neural network-assisted computed tomography diagnosis of metastatic lymph nodes from gastric cancer.
Artificial intelligence-assisted image recognition technology is currently able to detect the target area of an image and fetch information to make classifications according to target features. This study aimed to use deep neural networks for computed tomography (CT) diagnosis of perigastric metastatic lymph nodes (PGMLNs) to simulate the recognition of lymph nodes by radiologists, and to acquire more accurate identification results. ⋯ Through deep learning, FR-CNN achieved high judgment effectiveness and recognition accuracy for CT diagnosis of PGMLNs.