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基于磁共振影像的脑龄预测与大脑发展老化模式研究
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:
胡天宇
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Submit date:2022/06/13
磁共振成像
脑龄预测
深度学习
大脑老化
个体差异
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)
基于多分支网络的医学声学图像重建与分析算法研究
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:
童同
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Submit date:2022/06/13
光声断层成像
超声成像
图像重建
图像分析
多分支网络
深度学习
基于深度神经网络结构搜索的术中脑胶质瘤诊断方法研究
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, 2022
Authors:
沈碧螺
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Submit date:2022/06/15
脑胶质瘤
深度学习
近红外二区荧光成像
术中病理
网络架构搜索
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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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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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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Submit date:2022/06/10
Tumor biomarkers
immunotherapy
lung neoplasms
programmed cell death 1 receptor (PD-1 receptor)
biostatistics
A deep learning radiomics analysis for identifying sinus invasion in patients with meningioma before operation using tumor and peritumoral regions
期刊论文
EUROPEAN JOURNAL OF RADIOLOGY, 2022, 卷号: 149, 页码: 7
Authors:
Sun, Kai
;
Zhang, Jing
;
Liu, Zhenyu
;
Qiu, Qi
;
Gao, Han
;
Liu, Panpan
;
Chen, Kuntao
;
Wei, Wei
;
Wang, Liang
;
Zhang, Junting
;
Zhou, Junlin
;
Tian, Jie
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Submit date:2022/06/10
Sinus invasion
Meningioma
ResNet50
Peritumoral
Preoperative identification
Deep learning radiomics based on contrast-enhanced ultrasound images for assisted diagnosis of pancreatic ductal adenocarcinoma and chronic pancreatitis
期刊论文
BMC MEDICINE, 2022, 卷号: 20, 期号: 1, 页码: 15
Authors:
Tong, Tong
;
Gu, Jionghui
;
Xu, Dong
;
Song, Ling
;
Zhao, Qiyu
;
Cheng, Fang
;
Yuan, Zhiqiang
;
Tian, Shuyuan
;
Yang, Xin
;
Tian, Jie
;
Wang, Kun
;
Jiang, Tian'an
Adobe PDF(9703Kb)
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Submit date:2022/06/06
Deep learning
Artificial intelligence
Pancreatic ductal adenocarcinoma
Contrast-enhanced ultrasound
Chronic pancreatitis
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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Submit date:2022/03/17
chemotherapy
deep learning
diagnosis
signet-ring cell carcinoma
survival