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Specific Borrmann classification in advanced gastric cancer by an ensemble multilayer perceptron network: a multicenter research 期刊论文
MEDICAL PHYSICS, 2021, 页码: 12
Authors:  Wang, Siwen;  Dong, Di;  Zhang, Wenjuan;  Hu, Hui;  Li, Hailin;  Zhu, Yongbei;  Zhou, Junlin;  Shan, Xiuhong;  Tian, Jie
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advanced gastric cancer  Borrmann classification  ensemble learning  multilayer perceptron networks  radiomics  
Relationship between angiotensin-converting enzyme inhibitors or angiotensin receptor blockers and COVID-19 incidence or severe disease 期刊论文
JOURNAL OF HYPERTENSION, 2021, 卷号: 39, 期号: 8, 页码: 1717-1724
Authors:  Tse, Gary;  Zhou, Jiandong;  Lee, Sharen;  Wong, Wing Tak;  Li, Xintao;  Liu, Tong;  Cao, Zhidong;  Zeng, Daniel Dajun;  Wai, Abraham K. C.;  Wong, Ian Chi Kei;  Cheung, Bernard Man Yung;  Zhang, Qingpeng
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angiotensin receptor blockers  angiotensin-converting enzyme inhibitors  COVID-19 incidence  
A deep learning-based radiomic nomogram for prognosis and treatment decision in advanced nasopharyngeal carcinoma: A multicentre study 期刊论文
EBIOMEDICINE, 2021, 卷号: 70, 页码: 10
Authors:  Zhong, Lianzhen;  Dong, Di;  Fang, Xueliang;  Zhang, Fan;  Zhang, Ning;  Zhang, Liwen;  Fang, Mengjie;  Jiang, Wei;  Liang, Shaobo;  Li, Cong;  Liu, Yujia;  Zhao, Xun;  Cao, Runnan;  Shan, Hong;  Hu, Zhenhua;  Ma, Jun;  Tang, Linglong;  Tian, Jie
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Multi-task deep learning  Radiomic nomogram  Survival analysis  Treatment decision  Advanced nasopharyngeal carcinoma  
A Deep-Learning Model With the Attention Mechanism Could Rigorously Predict Survivals in Neuroblastoma 期刊论文
FRONTIERS IN ONCOLOGY, 2021, 卷号: 11, 页码: 14
Authors:  Feng, Chenzhao;  Xiang, Tianyu;  Yi, Zixuan;  Meng, Xinyao;  Chu, Xufeng;  Huang, Guiyang;  Zhao, Xiang;  Chen, Feng;  Xiong, Bo;  Feng, Jiexiong
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neuroblastoma  survival  deep-learning (DL)  individual therapy  transcriptome  
A Deep Learning Radiomics Model to Identify Poor Outcome in COVID-19 Patients With Underlying Health Conditions: A Multicenter Study 期刊论文
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2021, 卷号: 25, 期号: 7, 页码: 2353-2362
Authors:  Wang, Siwen;  Dong, Di;  Li, Liang;  Li, Hailin;  Bai, Yan;  Hu, Yahua;  Huang, Yuanyi;  Yu, Xiangrong;  Liu, Sibin;  Qiu, Xiaoming;  Lu, Ligong;  Wang, Meiyun;  Zha, Yunfei;  Tian, Jie
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COVID-19  Deep learning  Radiomics  Hospitals  Computed tomography  Lung  Solid modeling  COVID-19  deep learning  radiomics  prognosis  computed tomography  
Activable Nanoparticle for Tumor Aggressiveness and Drug Resistance Prediction by Glutathione Heterogeneous Imaging 期刊论文
JOURNAL OF BIOMEDICAL NANOTECHNOLOGY, 2021, 卷号: 17, 期号: 7, 页码: 1339-1348
Authors:  Wang, Yaqin;  Shang, Wenting;  Xiong, Jianping;  Liu, Yu;  Luo, Ting;  Qi, Xun;  Niu, Meng;  Xu, Ke
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GSH imaging  Tumor Invasiveness  Resistance  Heterogenetic  Nanoparticle  Ratiometric Photoacoustic Imaging  
无菌灌装生产线智能化系统的研究与实现 学位论文
工程硕士, 中国科学院自动化研究所: 中国科学院自动化研究所, 2021
Authors:  刘元俊
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故障预测与健康管理  工业大数据  深度学习  注意力机制  分布式系统  剩余使用寿命预测  
基于功能磁共振脑影像的抑郁症影像学标志物研究 学位论文
, 中国科学院自动化研究所智能化大厦 3 层第四会议室: 中国科学院自动化研究所, 2021
Authors:  支冬梅
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抑郁症,动态功能网络连接,多模态融合,深度学习,亚型识别,分类  
基于2D-3D多维CT影像组学特征的胃癌分期预测方法研究 学位论文
工学硕士, 中国科学院自动化研究所: 中国科学院自动化研究所, 2021
Authors:  孟令威
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影像组学  模式识别  计算机辅助诊断  人工智能  计算机断层扫描成像  胃癌  
基于Unet编码块迁移学习的胃印戒细胞癌诊断研究 学位论文
, 北京市海淀区中国科学院自动化研究所智能化大厦910: 中国科学院大学-中国科学院自动化研究所, 2021
Authors:  李聪
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胃印戒细胞癌  迁移学习  深度学习  诊断  生存期