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开颅手术机器人颅骨钻铣控制方法研究
学位论文
, 2034
Authors:
韦柄廷
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View/Download:116/3
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Submit date:2023/06/19
机器人辅助开颅手术,颅骨-脑膜边界检测,钻孔约束控制,力位混合控制,离体动物实验
Deep learning-based radiomics model can predict extranodal soft tissue metastasis in gastric cancer
期刊论文
MEDICAL PHYSICS, 2023, 页码: 11
Authors:
Liu, Shengyuan
;
Deng, Jingyu
;
Dong, Di
;
Fang, Mengjie
;
Ye, Zhaoxiang
;
Hu, Yanfeng
;
Li, Hailin
;
Zhong, Lianzhen
;
Cao, Runnan
;
Zhao, Xun
;
Shang, Wenting
;
Li, Guoxin
;
Liang, Han
;
Tian, Jie
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View/Download:8/0
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Submit date:2023/11/17
deep learning
extranodal soft tissue metastasis
gastric cancer
radiomics
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
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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:97/5
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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
多模态超声时空特征互作融合智能分析算法及其辅助临床诊断研究
学位论文
, 2023
Authors:
孟哲令
Adobe PDF(10969Kb)
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Submit date:2023/05/18
多模态超声影像
互作融合
人工智能辅助临床诊断
多步模态融合网络
层次化诊断网络
基于激励机制的近红外二区荧光成像方法与术中导航研究
学位论文
, 2023
Authors:
曹财广
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Submit date:2023/06/12
荧光手术导航
肿瘤在体检测
近红外二区荧光成像
断层成像
多谱段荧光成像
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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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
Enhanced glypican-3-targeted identification of hepatocellular carcinoma with liver fibrosis by pre-degrading excess fibrotic collagen
期刊论文
Acta Biomaterialia, 2023, 卷号: 158, 页码: 435- 448
Authors:
Zhuo, Jiaming
;
Wang, Yueqi
;
Hui, Hui
;
Li, Changjian
;
Yang, Junying
;
Zhang, Peng
;
Fang, Chihua
;
Tian, Jie
Adobe PDF(4667Kb)
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Submit date:2023/05/04
Pre-training in Medical Data: A Survey
期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 2, 页码: 147-149
Authors:
Yixuan Qiu
Adobe PDF(3559Kb)
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Submit date:2023/04/03
Medical data
pre-training
transfer learning
self-supervised learning
medical image data
electrocardiograms (ECG) data
A Review of Predictive and Contrastive Self-supervised Learning for Medical Images
期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 4, 页码: 483-513
Authors:
Wei-Chien Wang
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View/Download:27/5
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Submit date:2023/08/02
Self-supervised learning (SSL), contrastive learning, deep learning, medical image analysis, computer vision