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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
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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)
Cross-Phase Adversarial Domain Adaptation for Deep Disease-free Survival Prediction with Gastric Cancer CT Images
会议论文
, Mexico, Oct 31 - Nov 4, 2021
Authors:
Wang Siwen
;
Dong Di
;
Li Hailin
;
Feng Caizhen
;
Wang Yi
;
Tian Jie
Adobe PDF(1071Kb)
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Submit date:2022/06/14
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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Submit date:2021/11/02
advanced gastric cancer
Borrmann classification
ensemble learning
multilayer perceptron networks
radiomics
Mix Contrast for COVID-19 Mild-to-Critical Prediction
期刊论文
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 2021, 卷号: 68, 期号: 12, 页码: 3725-3736
Authors:
Zhu, Yongbei
;
Wang, Shuo
;
Wang, Siwen
;
Wu, Qingxia
;
Wang, Liusu
;
Li, Hongjun
;
Wang, Meiyun
;
Niu, Meng
;
Zha, Yunfei
;
Tian, Jie
Adobe PDF(3534Kb)
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Submit date:2021/12/28
Coronavirus disease 2019 (COVID-19)
contrastive learning
computed tomography
mixup
prognosis
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
Adobe PDF(3142Kb)
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Submit date:2021/11/02
COVID-19
deep learning
radiomics
prognosis
computed tomography
Intratumoral and peritumoral radiomics analysis for preoperative Lauren classification in gastric cancer
期刊论文
CANCER IMAGING, 2020, 卷号: 20, 期号: 1, 页码: 1-10
Authors:
Wang, Xiaoxiao
;
Ding, Yi
;
Wang, Siwen
;
Dong, Di
;
Li, Hailin
;
Chen, Jian
;
Hu, Hui
;
Lu, Chao
;
Tian, Jie
;
Shan, Xiuhong
Adobe PDF(2370Kb)
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Submit date:2021/01/06
Lauren classification
Radiomics
Peritumoral analysis
Gastric cancer
Computed tomography
Preoperative computed tomography-guided disease-free survival prediction in gastric cancer: a multicenter radiomics study
期刊论文
MEDICAL PHYSICS, 2020, 卷号: 47, 期号: 10, 页码: 4862-4871
Authors:
Wang, Siwen
;
Feng, Caizhen
;
Dong, Di
;
Li, Hailin
;
Zhou, Jing
;
Ye, Yingjiang
;
Liu, Zaiyi
;
Tian, Jie
;
Wang, Yi
Adobe PDF(2043Kb)
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Submit date:2020/09/07
disease-free survival
gastric cancer
multidetector-row computed tomography
risk stratification
radiomics
CT-Based Radiomic Signature as a Prognostic Factor in Stage IV ALK-Positive Non-small-cell Lung Cancer Treated With TKI Crizotinib: A Proof-of-Concept Study
期刊论文
FRONTIERS IN ONCOLOGY, 2020, 卷号: 10, 页码: 57
Authors:
Li, Hailin
;
Zhang, Rui
;
Wang, Siwen
;
Fang, Mengjie
;
Zhu, Yongbei
;
Hu, Zhenhua
;
Dong, Di
;
Shi, Jingyun
;
Tian, Jie
Adobe PDF(915Kb)
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Submit date:2020/04/07
computed tomography
radiomics
non-small-cell lung cancer
tyrosine kinase inhibitor resistance
anaplastic lymphoma kinase
Noninvasive CT radiomic model for preoperative prediction of lymph node metastasis in early cervical carcinoma
期刊论文
BRITISH JOURNAL OF RADIOLOGY, 2020, 卷号: 93, 期号: 1108, 页码: 8
Authors:
Chen, Jiaming
;
He, Bingxi
;
Dong, Di
;
Liu, Ping
;
Duan, Hui
;
Li, Weili
;
Li, Pengfei
;
Wang, Lu
;
Fan, Huijian
;
Wang, Siwen
;
Zhang, Liwen
;
Tian, Jie
;
Huang, Zhipei
;
Chen, Chunlin
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Submit date:2020/06/02
Evaluation of Lymph Node Metastasis in Advanced Gastric Cancer Using Magnetic Resonance Imaging-Based Radiomics
期刊论文
FRONTIERS IN ONCOLOGY, 2019, 卷号: 9, 页码: 1265
Authors:
Chen, Wujie
;
Wang, Siwen
;
Dong, Di
;
Gao, Xuning
;
Zhou, Kefeng
;
Li, Jiaying
;
Lv, Bin
;
Li, Hailin
;
Wu, Xiangjun
;
Fang, Mengjie
;
Tian, Jie
;
Xu, Maosheng
Adobe PDF(1130Kb)
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Submit date:2020/03/30
lymph node metastasis
magnetic resonance imaging
diffusion-weighted imaging
advanced gastric cancer
radiomics