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Knowledge-guided multi-task attention network for survival risk prediction using multi-center computed tomography images
期刊论文
NEURAL NETWORKS, 2022, 卷号: 152, 页码: 394-406
Authors:
Zhang, Liwen
;
Zhong, Lianzhen
;
Li, Cong
;
Zhang, Wenjuan
;
Hu, Chaoen
;
Dong, Di
;
Liu, Zaiyi
;
Zhou, Junlin
;
Tian, Jie
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View/Download:12/0
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Submit date:2022/07/25
Overall survival
Deep learning
Computed tomography (CT)
Neural network
Development and Validation of a Deep Learning Model to Screen for Trisomy 21 During the First Trimester From Nuchal Ultrasonographic Images
期刊论文
JAMA NETWORK OPEN, 2022, 卷号: 5, 期号: 6, 页码: 11
Authors:
Zhang, Liwen
;
Dong, Di
;
Sun, Yongqing
;
Hu, Chaoen
;
Sun, Congxin
;
Wu, Qingqing
;
Tian, Jie
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View/Download:8/0
  |  
Submit date:2022/07/25
基于体电镜的器官生理病理超微结构自动重建分析方法研究
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:
江熠
Adobe PDF(133007Kb)
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View/Download:21/0
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Submit date:2022/07/01
体电子显微镜
人工智能
超微结构
三维重建
分析
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:36/3
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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:42/1
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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 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
Intraoperative fluorescence molecular imaging accelerates the coming of precision surgery in China
期刊论文
EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING, 2022, 页码: 13
Authors:
Zhang, Zeyu
;
He, Kunshan
;
Chi, Chongwei
;
Hu, Zhenhua
;
Tian, Jie
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View/Download:13/0
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Submit date:2022/06/06
Molecular imaging
Precision surgery
Cancer surgery
Image-guided surgery
Molecular-targeted agents
Clinical translation
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:25/1
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Submit date:2022/03/17
chemotherapy
deep learning
diagnosis
signet-ring cell carcinoma
survival
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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View/Download:16/3
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Submit date:2022/06/14
Pathological diagnosis and prognosis of Gastric cancer through a multi-instance learning method
期刊论文
EBIOMEDICINE, 2021, 卷号: 73, 页码: 2
Authors:
Cao, Runnan
;
Gong, Lixin
;
Dong, Di
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View/Download:25/0
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Submit date:2021/12/28