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Radiomics-Based Preoperative Prediction of Lymph Node Metastasis in Intrahepatic Cholangiocarcinoma Using Contrast-Enhanced Computed Tomography
期刊论文
ANNALS OF SURGICAL ONCOLOGY, 2022, 页码: 14
Authors:
Zhang, Shuaitong
;
Huang, Shengyu
;
He, Wei
;
Wei, Jingwei
;
Huo, Lei
;
Jia, Ningyang
;
Lin, Jianbo
;
Tang, Zhenchao
;
Yuan, Yunfei
;
Tian, Jie
;
Shen, Feng
;
Li, Jun
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View/Download:6/0
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Submit date:2022/07/25
基于CT影像表征学习的胃癌预后预测算法研究
学位论文
工学博士, 中国科学院自动化研究所: 中国科学院自动化研究所, 2022
Authors:
王思雯
Adobe PDF(18454Kb)
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View/Download:35/3
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Submit date:2022/06/13
影像组学
表征学习
胃癌
预后预测
计算机断层扫描(CT)
基于CT影像组学的胃癌TNM分期预测算法研究
学位论文
, 中国科学院自动化研究所: 中国科学院自动化研究所, 2022
Authors:
方梦捷
Adobe PDF(5185Kb)
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View/Download:41/1
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Submit date:2022/06/13
影像组学
深度学习
胃癌
TNM 分期
计算机断层扫描
Deep learning signatures reveal multiscale intratumor heterogeneity associated with biological functions and survival in recurrent nasopharyngeal carcinoma
期刊论文
EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING, 2022, 页码: 11
Authors:
Zhao, Xun
;
Liang, Yu-Jing
;
Zhang, Xu
;
Wen, Dong-Xiang
;
Fan, Wei
;
Tang, Lin-Quan
;
Dong, Di
;
Tian, Jie
;
Mai, Hai-Qiang
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View/Download:23/0
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Submit date:2022/06/10
Recurrent nasopharyngeal carcinoma
Survival analysis
Radiomics
Deep learning
Deep learning for predicting immunotherapeutic efficacy in advanced non-small cell lung cancer patients: a retrospective study combining progression-free survival risk and overall survival risk
期刊论文
TRANSLATIONAL LUNG CANCER RESEARCH, 2022, 页码: 23
Authors:
He, Bing-Xi
;
Zhong, Yi-Fan
;
Zhu, Yong-Bei
;
Deng, Jia-Jun
;
Fang, Meng-Jie
;
She, Yun-Lang
;
Wang, Ting-Ting
;
Yang, Yang
;
Sun, Xi-Wen
;
Belluomini, Lorenzo
;
Watanabe, Satoshi
;
Dong, Di
;
Tian, Jie
;
Xie, Dong
Adobe PDF(3742Kb)
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View/Download:19/0
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Submit date:2022/06/10
Tumor biomarkers
immunotherapy
lung neoplasms
programmed cell death 1 receptor (PD-1 receptor)
biostatistics
Deep learning-based AI model for signet-ring cell carcinoma diagnosis and chemotherapy response prediction in gastric cancer
期刊论文
MEDICAL PHYSICS, 2022, 页码: 12
Authors:
Li, Cong
;
Qin, Yun
;
Zhang, Wei-Han
;
Jiang, Hanyu
;
Song, Bin
;
Bashir, Mustafa R.
;
Xu, Heng
;
Duan, Ting
;
Fang, Mengjie
;
Zhong, Lianzhen
;
Meng, Lingwei
;
Dong, Di
;
Hu, Zhenhua
;
Tian, Jie
;
Hu, Jian-Kun
Adobe PDF(1878Kb)
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View/Download:24/1
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Submit date:2022/03/17
chemotherapy
deep learning
diagnosis
signet-ring cell carcinoma
survival
Deep learning radiomics of dual-energy computed tomography for predicting lymph node metastases of pancreatic ductal adenocarcinoma
期刊论文
EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING, 2021, 页码: 13
Authors:
An, Chao
;
Li, Dongyang
;
Li, Sheng
;
Li, Wangzhong
;
Tong, Tong
;
Liu, Lizhi
;
Jiang, Dongping
;
Jiang, Linling
;
Ruan, Guangying
;
Hai, Ning
;
Fu, Yan
;
Wang, Kun
;
Zhuo, Shuiqing
;
Tian, Jie
Adobe PDF(2925Kb)
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View/Download:41/1
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Submit date:2021/12/28
Lymph node metastases
Pancreatic ductal adenocarcinoma
Deep learning
Dual-energy computed tomography
Prognosis
Computed tomography-based radiomic model at node level for the prediction of normal-sized lymph node metastasis in cervical cancer
期刊论文
TRANSLATIONAL ONCOLOGY, 2021, 卷号: 14, 期号: 8, 页码: 7
Authors:
Liu, Yujia
;
Fan, Huijian
;
Dong, Di
;
Liu, Ping
;
He, Bingxi
;
Meng, Lingwei
;
Chen, Jiaming
;
Chen, Chunlin
;
Lang, Jinghe
;
Tian, Jie
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View/Download:39/0
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Submit date:2021/11/03
Cervical cancer
Lymph node metastasis
Radiomics
Preoperative prediction
Classifiers
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
Adobe PDF(3679Kb)
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View/Download:40/0
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Submit date:2021/11/03
Multi-task deep learning
Radiomic nomogram
Survival analysis
Treatment decision
Advanced nasopharyngeal carcinoma
Specific Borrmann classification in advanced gastric cancer by an ensemble multilayer perceptron network: a multicenter research
期刊论文
MEDICAL PHYSICS, 2021, 卷号: 48, 期号: 9, 页码: 5017-5028
Authors:
Wang, Siwen
;
Dong, Di
;
Zhang, Wenjuan
;
Hu, Hui
;
Li, Hailin
;
Zhu, Yongbei
;
Zhou, Junlin
;
Shan, Xiuhong
;
Tian, Jie
Adobe PDF(2265Kb)
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View/Download:36/1
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Submit date:2021/11/02
advanced gastric cancer
Borrmann classification
ensemble learning
multilayer perceptron networks
radiomics