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面向血管介入手术机器人自主导航的视觉感知方法
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:
周彦捷
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Submit date:2022/06/13
腹主动脉瘤
腔内修复术
DSA 影像
X 射线影像
图像分割
形态学 分析
端点定位及方向检测
深度学习
机器人导航
新型荧光分子成像用于胶质瘤手术导航的研究
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:
史小静
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Submit date:2022/06/28
激发荧光分子成像
断层成像
手术导航
契伦科夫光学成像
近红外二区荧光成像
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
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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
Preoperative Prediction of Malignant Transformation of Sinonasal Inverted Papilloma Using MR Radiomics
期刊论文
FRONTIERS IN ONCOLOGY, 2022, 卷号: 12, 页码: 10
Authors:
Yan, Yang
;
Liu, Yujia
;
Tao, Jianhua
;
Li, Zheng
;
Qu, Xiaoxia
;
Guo, Jian
;
Xian, Junfang
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Submit date:2022/06/10
inverted papilloma (IP)
squamous cell carcinoma
sinonasal cancer
radiomics
magnetic resonance imaging
From Teleoperation to Autonomous Robot-assisted Microsurgery: A Survey
期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 页码: 288-306
Authors:
Dandan Zhang
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Submit date:2022/07/29
Robot-assisted microsurgery (RAMS)
imaging and sensing
teleoperation
cooperative control
robot learning
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
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Submit date:2021/12/28
Lymph node metastases
Pancreatic ductal adenocarcinoma
Deep learning
Dual-energy computed tomography
Prognosis
基于调强放疗大数据的患者剂量验证方法建模研究
学位论文
工学博士, 中国科学院自动化所: 中国科学院大学, 2021
Authors:
王乐
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Submit date:2022/03/07
肿瘤放射治疗,机器学习,深度学习,预测分类,基于患者的剂量验证, 容积旋转调强治疗
A Multi-Task MRC Framework for Chinese Emotion Cause and Experiencer Extraction
会议论文
, Bratislava, Slovakia, 2021-09
Authors:
Haoda Qian
;
Qiudan Li
;
Zaichuan Tang
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Submit date:2022/06/14
Commissioning and clinical implementation of an Autoencoder based Classification-Regression model for VMAT patient-specific QA in a multi-institution scenario
期刊论文
RADIOTHERAPY AND ONCOLOGY, 2021, 卷号: 161, 期号: 10.1016/j.radonc.2021.06.024, 页码: 230-240
Authors:
Yang, Ruijie
;
Yang, Xueying
;
Wang, Le
;
Li, Dingjie
;
Guo, Yuexin
;
Li, Ying
;
Guan, Yumin
;
Wu, Xiangyang
;
Xu, Shouping
;
Zhang, Shuming
;
Chan, Maria F.
;
Geng, Lisheng
;
Sui, Jing
Adobe PDF(2840Kb)
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Submit date:2021/11/02
Machine learning
VMAT patient-specific QA
Multi-institution validation
Commissioning
Clinical implementation
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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Submit date:2021/11/03
Multi-task deep learning
Radiomic nomogram
Survival analysis
Treatment decision
Advanced nasopharyngeal carcinoma