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MRI-derived radiomics models for diagnosis, aggressiveness, and prognosis evaluation in prostate cancer
期刊论文
JOURNAL OF ZHEJIANG UNIVERSITY-SCIENCE B, 2023, 卷号: 24, 期号: 8, 页码: 663-681
Authors:
Zhu, Xuehua
;
Shao, Lizhi
;
Liu, Zhenyu
;
Liu, Zenan
;
He, Jide
;
Liu, Jiangang
;
Ping, Hao
;
Lu, Jian
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View/Download:6/0
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Submit date:2023/11/17
Magnetic resonance imaging (MRI)
Radiomics
Prostate cancer
Predictive model
基于本地学习和联邦学习的鼻咽癌辅助诊疗算法研究
学位论文
, 2023
Authors:
赵洵
Adobe PDF(5599Kb)
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View/Download:53/1
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Submit date:2023/06/21
鼻咽癌
联邦学习
早期筛查
预后预测
深度学习
基于MRI影像的晚期鼻咽癌预后预测和诱导化疗决策的方法研究
学位论文
, 2023
Authors:
钟连珍
Adobe PDF(5057Kb)
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View/Download:96/5
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Submit date:2023/05/19
影像组学
预后预测
治疗疗效预测
晚期鼻咽癌
磁共振成像
基于对抗学习和治疗前后 CT 影像的食管癌同步放化疗预后预测方法研究
学位论文
, 2023
Authors:
邱淇
Adobe PDF(4324Kb)
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View/Download:35/2
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Submit date:2023/06/28
食管癌
医学影像
深度学习
生成对抗网络
域自适应
Machine Learning in Lung Cancer Radiomics
期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 6, 页码: 753-782
Authors:
Jiaqi Li
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Submit date:2023/11/23
Machine learning, lung cancer, radiomics, medical image, clinical application
Deep learning radiomics of ultrasonography for comprehensively predicting tumor and axillary lymph node status after neoadjuvant chemotherapy in breast cancer patients: A multicenter study
期刊论文
CANCER, 2022, 页码: 11
Authors:
Gu, Jionghui
;
Tong, Tong
;
Xu, Dong
;
Cheng, Fang
;
Fang, Chengyu
;
He, Chang
;
Wang, Jing
;
Wang, Baohua
;
Yang, Xin
;
Wang, Kun
;
Tian, Jie
;
Jiang, Tian'an
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View/Download:47/0
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Submit date:2023/03/20
breast cancer
deep learning
lymph node metastasis
neoadjuvant chemotherapy
pathologic complete response
treatment decision
ultrasonography
Radiomics-Based Preoperative Prediction of Lymph Node Metastasis in Intrahepatic Cholangiocarcinoma Using Contrast-Enhanced Computed Tomography
期刊论文
ANNALS OF SURGICAL ONCOLOGY, 2022, 页码: 14
Authors:
Zhang, Shuaitong
;
Huang, Shengyu
;
He, Wei
;
Wei, Jingwei
;
Huo, Lei
;
Jia, Ningyang
;
Lin, Jianbo
;
Tang, Zhenchao
;
Yuan, Yunfei
;
Tian, Jie
;
Shen, Feng
;
Li, Jun
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View/Download:127/0
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Submit date:2022/07/25
Deep learning with whole slide images can improve the prognostic risk stratification with III colorectal cancer
期刊论文
COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, 2022, 卷号: 221, 页码: 11
Authors:
Sun, Caixia
;
Li, Bingbing
;
Wei, Genxia
;
Qiu, Weihao
;
Li, Danyi
;
Li, Xiangzhao
;
Liu, Xiangyu
;
Wei, Wei
;
Wang, Shuo
;
Liu, Zhenyu
;
Tian, Jie
;
Liang, Li
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View/Download:174/0
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Submit date:2022/07/25
Chemotherapy duration
Whole slide images
Deep learning
Colorectal cancer
Prognosis
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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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:193/4
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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