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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  
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)  |  Favorite  |  View/Download：68/3  |  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
Adobe PDF(7953Kb)  |  Favorite  |  View/Download：27/4  |  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  
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：54/18  |  Submit date：2023/03/22
Domain adaptation  explainable artificial intelligence  federated learning  
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
Adobe PDF(2691Kb)  |  Favorite  |  View/Download：13/4  |  Submit date：2023/08/02
Self-supervised learning (SSL), contrastive learning, deep learning, medical image analysis, computer vision  
Automatic captioning of early gastric cancer using magnification endoscopy with narrow-band imaging 期刊论文
GASTROINTESTINAL ENDOSCOPY, 2022, 卷号: 96, 期号: 6, 页码: 929-+
Authors:  Gong, Lixin;  Wang, Min;  Shu, Lei;  He, Jie;  Bin Qin;  Xu, Jiacheng;  Su, Wei;  Dong, Di;  Hu, Hao;  Tian, Jie;  Zhou, Pinghong
Favorite  |  View/Download：75/0  |  Submit date：2023/03/20
Deep learning for predicting major pathological response to neoadjuvant chemoimmunotherapy in non-small cell lung cancer: A multicentre study 期刊论文
EBIOMEDICINE, 2022, 卷号: 86, 页码: 13
Authors:  She, Yunlang;  He, Bingxi;  Wang, Fang;  Zhong, Yifan;  Wang, Tingting;  Liu, Zhenchuan;  Yang, Minglei;  Yu, Bentong;  Deng, Jiajun;  Sun, Xiwen;  Wu, Chunyan;  Hou, Likun;  Zhu, Yuming;  Yang, Yang;  Hu, Hongjie;  Dong, Di;  Chen, Chang;  Tian, Jie
Favorite  |  View/Download：74/0  |  Submit date：2023/02/22
Deep learning  Neoadjuvant chemoimmunotherapy  Major pathological response  Non-small cell lung cancer  
Lineage Tracing and Molecular Real-Time Imaging of Cancer Stem Cells 期刊论文
BIOSENSORS-BASEL, 2022, 卷号: 12, 期号: 9, 页码: 13
Authors:  Jia, Xiaohua;  Shen, Guodong;  Jia, Jia;  Zhang, Yan;  Zhang, Dan;  Li, Wanjun;  Zhang, Jianjun;  Huang, Xinglu;  Tian, Jie
Favorite  |  View/Download：75/0  |  Submit date：2022/11/14
lineage tracing  molecular imaging  cancer stem cells  
Knowledge-guided multi-task attention network for survival risk prediction using multi-center computed tomography images 期刊论文
NEURAL NETWORKS, 2022, 卷号: 152, 页码: 394-406
Authors:  Zhang, Liwen;  Zhong, Lianzhen;  Li, Cong;  Zhang, Wenjuan;  Hu, Chaoen;  Dong, Di;  Liu, Zaiyi;  Zhou, Junlin;  Tian, Jie
Favorite  |  View/Download：153/0  |  Submit date：2022/07/25
Overall survival  Deep learning  Computed tomography (CT)  Neural network