Real-time automated diagnosis of precancerous lesions and early esophageal squamous cell carcinoma

Post written by Bing Hu, MD, from the Department of Gastroenterology, West China Hospital, Sichuan University, Chengdu, China. The focus of this study is to develop and validate a real-time automated diagnosis of precancerous lesions and early esophageal squamous cell carcinoma using a deep learning model. Esophageal squamous cell carcinoma (ESCC) accounts for more than …

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Classification for invasion depth of esophageal squamous cell carcinoma

Post written by Ryu Ishihara, MD, from the Department of Gastrointestinal Oncology, Osaka International Cancer Institute, Osaka, Japan. The aim of this study was to develop a computerized image analysis system using deep learning to diagnose the invasion depth of superficial esophageal squamous cell carcinoma (SCC). Diagnosing cancer invasion depth of esophageal squamous cell carcinoma …

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