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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
Deep Pyramid Local Attention Neural Network for Cardiac Structure Segmentation in Two-dimensional Echocardiography
期刊论文
Medical Image Analysis, 2021, 卷号: 67, 期号: 67, 页码: 101873
Authors:
Fei Liu
;
Wang K(王坤)
;
Dan Liu
;
Xin Yang
;
Jie Tian
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View/Download:101/22
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Submit date:2020/11/02
2D echocardiography
Cardiac structure segmentation
Pyramid local attention
Label coherence learning
Online Transfer Learning for Differential Diagnosis of Benign and Malignant Thyroid Nodules With Ultrasound Images
期刊论文
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 2020, 卷号: 67, 期号: 10, 页码: 2773-2780
Authors:
Zhou, Hui
;
Wang, Kun
;
Tian, Jie
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View/Download:51/0
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Submit date:2021/01/07
Cancer
Biological system modeling
Ultrasonic imaging
Feature extraction
Radiomics
Training
Deep learning
Diagnosis
online learning
radiomics
transfer learning
thyroid nodules
ultrasound images
基于深度学习策略的超声多模态影像组学方法研究
学位论文
, 中国科学院大学自动化研究所: 中国科学院大学, 2020
Authors:
周辉
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Submit date:2020/05/28
超声成像
深度学习
影像组学
无创诊断
人工智能
Differential Diagnosis of Benign and Malignant Thyroid Nodules Using Deep Learning Radiomics of Thyroid Ultrasound Images
期刊论文
European Journal of Radiology, 2020, 期号: 127, 页码: 0
Authors:
Zhou, Hui
;
Jin, Yinhua
;
Dai, Lei
;
Zhang, Meiwu
;
Qiu, Yuqin
;
Wang, Kun
;
Tian, Jie
;
Zheng, Jianjun
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View/Download:102/30
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Submit date:2020/05/28
Thyroid Nodules
Thyroid Ultrasound
Deep Learning
Ultrasound Radiomics
Diagnosis
Online Transfer Learning for Differential Diagnosis of Benign and Malignant Thyroid
期刊论文
IEEE Transactions on Biomedical Engineering, 2020, 期号: 0, 页码: 0
Authors:
Zhou, Hui
;
Wang, Kun
;
Tian, Jie
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View/Download:95/34
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Submit date:2020/05/28
Diagnosis
Ultrasound Images
Online Learning
Radiomics
Transfer Learning
Thyroid Nodules
Deep learning radiomics for non-invasive diagnosis of benign and malignant thyroid nodules using ultrasound images
会议论文
, California, 2020.2.15
Authors:
Zhou, Hui
;
Wang, Kun
;
Tian, Jie
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Submit date:2020/05/28
Machine Learning-Assisted System for Thyroid Nodule Diagnosis
期刊论文
THYROID, 2019, 页码: 10
Authors:
Zhang, Bin
;
Tian, Jie
;
Pei, Shufang
;
Chen, Yubing
;
He, Xin
;
Dong, Yuhao
;
Zhang, Lu
;
Mo, Xiaokai
;
Huang, Wenhui
;
Cong, Shuzhen
;
Zhang, Shuixing
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View/Download:94/0
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Submit date:2019/07/12
thyroid nodule
ultrasound
machine learning
random forest
diagnosis
The Applications of Radiomics in Precision Diagnosis and Treatment of Oncology: Opportunities and Challenges
期刊论文
Theranostics, 2019, 卷号: 9, 期号: 5, 页码: 1303-1322
Authors:
Liu, Zhenyu
;
Wang, Shuo
;
Dong, Di
;
Wei, Jingwei
;
Fang, Cheng
;
Zhou, Xuezhi
;
Sun, Kai
;
Li, Longfei
;
Li, Bo
;
Wang, Meiyun
;
Tian, Jie
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View/Download:197/35
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Submit date:2019/04/30
Radiomics
Medical Imaging
Precision Diagnosis And Treatment
Oncology
Diagnosis of Distant Metastasis of Lung Cancer: Based on Clinical and Radiomic Features
期刊论文
TRANSLATIONAL ONCOLOGY, 2018, 卷号: 11, 期号: 1, 页码: 31-36
Authors:
Zhou, Hongyu
;
Dong, Di
;
Chen, Bojiang
;
Fang, Mengjie
;
Cheng, Yue
;
Gan, Yuncun
;
Zhang, Rui
;
Zhang, Liwen
;
Zang, Yali
;
Liu, Zhenyu
;
Zheng, Hairong
;
Li, Weimin
;
Tian, Jie
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Submit date:2018/01/09
Radiomics