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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;  Zhuofeng Li;  Lei Wei;  Xuegong Zhang
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Machine learning, lung cancer, radiomics, medical image, clinical application  
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;  Euijoon Ahn;  Dagan Feng;  Jinman Kim
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Self-supervised learning (SSL), contrastive learning, deep learning, medical image analysis, computer vision  
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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deep learning  extranodal soft tissue metastasis  gastric cancer  radiomics  
A multi-view co-training network for semi-supervised medical image-based prognostic prediction 期刊论文
NEURAL NETWORKS, 2023, 卷号: 164, 页码: 455-463
Authors:  Li, Hailin;  Wang, Siwen;  Liu, Bo;  Fang, Mengjie;  Cao, Runnan;  He, Bingxi;  Liu, Shengyuan;  Hu, Chaoen;  Dong, Di;  Wang, Ximing;  Wang, Hexiang;  Tian, Jie
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Deep neural network  Medical image analysis  Prognostic prediction  Semi-supervised learning  
Artificial intelligence-based computer-aided diagnosis system supports diagnosis of lymph node metastasis in esophageal squamous cell carcinoma: A multicenter study 期刊论文
HELIYON, 2023, 卷号: 9, 期号: 3, 页码: 11
Authors:  Zhang, Shuai-Tong;  Wang, Si-Yun;  Zhang, Jie;  Dong, Di;  Mu, Wei;  Xia, Xue-er;  Fu, Fang-Fang;  Lu, Ya-Nan;  Wang, Shuo;  Tang, Zhen-Chao;  Li, Peng;  Qu, Jin-Rong;  Wang, Mei-Yun;  Tian, Jie;  Liu, Jian-Hua
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Esophageal squamous cell carcinoma  PET/CT  Lymph node metastasis  Artificial intelligence  
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
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食管癌  医学影像  深度学习  生成对抗网络  域自适应  
self-supervised signal denoising for magnetic particle imaging 会议论文
, International Conventional Centre, Sydney, Australia, 2023-7-24
Authors:  Peng, Huiling;  Li, Yimeng;  Tian, Jie;  Hui, Hui
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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
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鼻咽癌  联邦学习  早期筛查  预后预测  深度学习  
Multi-scale Dual Domain Network for Nonlinear Magnetization Signal Filtering in Magnetic Particle Imaging 期刊
创刊日期: 2023, 收录类别: SCI,
Sponsors:  IEEE Engineering in Medicine and Biology Society
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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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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