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Deep learning radiomics of multimodal ultrasound for classifying metastatic cervical lymphadenopathy into primary cancer sites: a feasibility study 期刊论文
ULTRASCHALL IN DER MEDIZIN, 2023, 页码: 11
Authors:  Zhu, Yangyang;  Meng, Zheling;  Wu, Hao;  Fan, Xiao;  Lv, Wenhao;  Tian, Jie;  Wang, Kun;  Nie, Fang
Favorite  |  View/Download:1/0  |  Submit date:2024/02/22
Multimodal Ultrasound  Metastatic Cervical Lymphadenopathy  Deep Learning  Primary Cancer Sites  
Radiomic signatures reveal multiscale intratumor heterogeneity associated with tissue tolerance and survival in re-irradiated nasopharyngeal carcinoma: a multicenter study 期刊论文
BMC MEDICINE, 2023, 卷号: 21, 期号: 1, 页码: 13
Authors:  Liu, Ting;  Dong, Di;  Zhao, Xun;  Ou, Xiao-Min;  Yi, Jun-Lin;  Guan, Jian;  Zhang, Ye;  Xiao-Fei, Lv;  Xie, Chuan-Miao;  Luo, Dong-Hua;  Sun, Rui;  Chen, Qiu-Yan;  Xing, Lv;  Guo, Shan-Shan;  Liu, Li-Ting;  Lin, Da-Feng;  Chen, Yan-Zhou;  Lin, Jie-Yi;  Luo, Mei-Juan;  Yan, Wen-Bin;  He, Mei-Lin;  Mao, Meng-Yuan;  Zhu, Man-Yi;  Chen, Wen-Hui;  Shen, Bo-Wen;  Wang, Shi-Qian;  Li, Hai-Lin;  Zhong, Lian-Zhen;  Hu, Chao-Su;  Wu, De-Hua;  Mai, Hai-Qiang;  Tian, Jie;  Tang, Lin-Quan
Favorite  |  View/Download:5/0  |  Submit date:2024/02/22
Recurrent nasopharyngeal carcinoma  Re-radiotherapy  Nasopharyngeal necrosis  Radiomics  
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
Favorite  |  View/Download:28/0  |  Submit date:2023/11/17
deep learning  extranodal soft tissue metastasis  gastric cancer  radiomics  
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
Favorite  |  View/Download:34/0  |  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)  |  Favorite  |  View/Download:82/1  |  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:123/6  |  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
Adobe PDF(5057Kb)  |  Favorite  |  View/Download:116/5  |  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)  |  Favorite  |  View/Download:119/5  |  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:63/3  |  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:53/2  |  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