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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)  |  Favorite  |  View/Download:36/1  |  Submit date:2023/06/21
鼻咽癌  联邦学习  早期筛查  预后预测  深度学习  
HIV感染者认知功能障碍的多模态脑影像研究 学位论文
, 2023
Authors:  李想
Adobe PDF(11267Kb)  |  Favorite  |  View/Download:71/4  |  Submit date:2023/05/30
HIV认知功能障碍  磁共振影像  多模态融合  个体化预测  独立成分分析  结构相似性网络  
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
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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)  |  Favorite  |  View/Download:66/3  |  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  
基于消化内镜图像的胃癌半监督辅助诊断算法研究 学位论文
, 2023
Authors:  操润楠
Adobe PDF(2516Kb)  |  Favorite  |  View/Download:32/0  |  Submit date:2023/06/13
辅助诊断  胃癌  内镜图像  半监督学习  影像组学  
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)  |  Favorite  |  View/Download:19/0  |  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  
Explainable, Domain-Adaptive, and Federated Artificial Intelligence in Medicine 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 4, 页码: 859-876
Authors:  Ahmad Chaddad;  Qizong Lu;  Jiali Li;  Yousef Katib;  Reem Kateb;  Camel Tanougast;  Ahmed Bouridane;  Ahmed Abdulkadir
Adobe PDF(6028Kb)  |  Favorite  |  View/Download:56/19  |  Submit date:2023/03/22
Domain adaptation  explainable artificial intelligence  federated learning  
Dual-stream Representation Fusion Learning for accurate medical image segmentation 期刊论文
Engineering Applications of Artificial Intelligence, 2023, 卷号: 123, 页码: 106402
Authors:  Xu RT(许镕涛);  Wang CW(王常维);  Xu SB(徐士彪);  Meng WL(孟维亮);  Zhang XP(张晓鹏)
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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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Self-supervised learning (SSL), contrastive learning, deep learning, medical image analysis, computer vision  
A multi-scale, multi-region and attention mechanism-based deep learning framework for prediction of grading in hepatocellular carcinoma 期刊论文
MEDICAL PHYSICS, 2022, 页码: 13
Authors:  Wei, Jingwei;  Ji, Qian;  Gao, Yu;  Yang, Xiaozhen;  Guo, Donghui;  Gu, Dongsheng;  Yuan, Chunwang;  Tian, Jie;  Ding, Dawei
Favorite  |  View/Download:94/0  |  Submit date:2023/03/20
computed tomography  deep learning  hepatocellular carcinoma  histopathological grading  radiomics