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Serous Membrane

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Application of convolutional neural network in the diagnosis of the invasion depth of gastric cancer based on conventional endoscopy.

Gastrointestinal endoscopy 30452913
BACKGROUND AND AIMS: According to guidelines, endoscopic resection should only be performed for patients whose early gastric cancer invasion depth is within the mucosa or submucosa of the stomach regardless of lymph node involvement. The accurate pre...
Artificial Intelligence Carcinoma Diagnosis, Computer-Assisted Endoscopic Mucosal Resection Female Gastrectomy Gastric Mucosa Gastroscopy Humans Image Processing, Computer-Assisted Male Neoplasm Invasiveness Neural Networks, Computer ROC Curve Sensitivity and Specificity Serous Membrane Stomach Neoplasms
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CT-based deep learning radiomics analysis for evaluation of serosa invasion in advanced gastric cancer.

European journal of radiology 32980726
PURPOSE: This work aimed to develop and validate a deep learning radiomics model for evaluating serosa invasion in gastric cancer.
Deep Learning Humans Retrospective Studies Serous Membrane Stomach Neoplasms Tomography, X-Ray Computed
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