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Scientific Research
Xiyang LIU
Personal Information:
Professor Supervisor of Doctorate Candidates graduate teacher
Academic Titles:
" 华山学者"特聘教授
Scientific Research
Research Field
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Paper Publications
Predicting gastric cancer outcome from resected lymph node histopathology images using deep learning.Nature Communications.2021
Exploring prognostic indicators in the pathological images of hepatocellular carcinoma based on deep learning.Gut.2020
Dense anatomical annotation of slit-lamp images improves the performance of deep learning for the diagnosis of ophthalmic disorders.Nature Biomedical Engineering.2020
Patents
一种预后特征可视化方法,系统、设备和存储装置
肿瘤淋巴结区域识别的方法与装置
基于神经网络识别淋巴结的方法及装置
一种机体组织的三维图像处理方法及相关设备
癌症预后分析方法及系统
Published Books
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Research Projects
国家自然科学基金面上项目“基于深度学习的泛癌淋巴结转移识别与预后预测的研究”, National Natural Science Foundation of China (NSFC)-2025/12/31, 主持
国家自然科学基金面上项目“基于全乳三维超声和深度生成模型的辅助诊疗研究”, National Natural Science Foundation of China (NSFC), 2021/01/01, 合作参与
国家重点研发计划项目“常见致盲、致畸、致死疾病的人工智能筛查诊断系统 研发和临床试验”课题, National Key Technologies R&D Program, 2018/08/01, 主持
Research Team
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