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Chromosome classification via deep learning and its application to patients with structural abnormalities of chromosomes 期刊论文
MEDICAL ENGINEERING & PHYSICS, 2023, 卷号: 121, 页码: 11
作者:  Yang, Chuan;  Li, Tingting;  Dong, Qiulei;  Zhao, Yanyan
收藏  |  浏览/下载：18/0  |  提交时间：2024/02/22
Karyotyping  Chromosome classification  Machine learning  Deep convolutional neural network  
Deep learning-based radiomics model can predict extranodal soft tissue metastasis in gastric cancer 期刊论文
MEDICAL PHYSICS, 2023, 页码: 11
作者:  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
收藏  |  浏览/下载：85/0  |  提交时间：2023/11/17
deep learning  extranodal soft tissue metastasis  gastric cancer  radiomics  
Relaxation spectral analysis in multi-contrast vascular magnetic particle imaging 期刊论文
MEDICAL PHYSICS, 2023, 页码: 13
作者:  Feng, Xin;  Jia, Guang;  Peng, Jiaming;  Huang, Liyu;  Liang, Xiaofeng;  Zhang, Haoran;  Liu, Yanjun;  Zhang, Bo;  Zhang, Yifei;  Sun, Meng;  Li, Peng;  Miao, Qiguang;  Wang, Ying;  Xi, Li;  Hu, Kai;  Li, Tanping;  Hui, Hui;  Tian, Jie
收藏  |  浏览/下载：92/0  |  提交时间：2023/11/17
magnetic particle imaging  magnetic nanoparticles  relaxation time  viscosity mapping  
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
作者:  Wei, Jingwei;  Ji, Qian;  Gao, Yu;  Yang, Xiaozhen;  Guo, Donghui;  Gu, Dongsheng;  Yuan, Chunwang;  Tian, Jie;  Ding, Dawei
收藏  |  浏览/下载：198/0  |  提交时间：2023/03/20
computed tomography  deep learning  hepatocellular carcinoma  histopathological grading  radiomics  
PGNet: Projection generative network for sparse-view reconstruction of projection-based magnetic particle imaging 期刊论文
MEDICAL PHYSICS, 2022, 页码: 18
作者:  Wu, Xiangjun;  He, Bingxi;  Gao, Pengli;  Zhang, Peng;  Shang, Yaxin;  Zhang, Liwen;  Zhong, Jing;  Jiang, Jingying;  Hui, Hui;  Tian, Jie
收藏  |  浏览/下载：180/0  |  提交时间：2022/11/21
deep learning  field-free line  magnetic particle imaging  sparse view  
Deep learning-based AI model for signet-ring cell carcinoma diagnosis and chemotherapy response prediction in gastric cancer 期刊论文
MEDICAL PHYSICS, 2022, 页码: 12
作者:  Li, Cong;  Qin, Yun;  Zhang, Wei-Han;  Jiang, Hanyu;  Song, Bin;  Bashir, Mustafa R.;  Xu, Heng;  Duan, Ting;  Fang, Mengjie;  Zhong, Lianzhen;  Meng, Lingwei;  Dong, Di;  Hu, Zhenhua;  Tian, Jie;  Hu, Jian-Kun
Adobe PDF(1878Kb)  |  收藏  |  浏览/下载：339/78  |  提交时间：2022/03/17
chemotherapy  deep learning  diagnosis  signet-ring cell carcinoma  survival  
Structure attention co-training neural network for neovascularization segmentation in intravascular optical coherence tomography 期刊论文
MEDICAL PHYSICS, 2022, 页码: 16
作者:  Wu, Xiangjun;  Zhang, Yingqian;  Zhang, Peng;  Hui, Hui;  Jing, Jing;  Tian, Feng;  Jiang, Jingying;  Yang, Xin;  Chen, Yundai;  Tian, Jie
收藏  |  浏览/下载：184/0  |  提交时间：2022/03/17
co-training  IVOCT  neovascularization segmentation  structural attention mechanism  
Specific Borrmann classification in advanced gastric cancer by an ensemble multilayer perceptron network: a multicenter research 期刊论文
MEDICAL PHYSICS, 2021, 卷号: 48, 期号: 9, 页码: 5017-5028
作者:  Wang, Siwen;  Dong, Di;  Zhang, Wenjuan;  Hu, Hui;  Li, Hailin;  Zhu, Yongbei;  Zhou, Junlin;  Shan, Xiuhong;  Tian, Jie
Adobe PDF(2265Kb)  |  收藏  |  浏览/下载：201/32  |  提交时间：2021/11/02
advanced gastric cancer  Borrmann classification  ensemble learning  multilayer perceptron networks  radiomics  
Exploring the predictive value of additional peritumoral regions based on deep learning and radiomics: A multicenter study 期刊论文
MEDICAL PHYSICS, 2021, 页码: 12
作者:  Wu, Xiangjun;  Dong, Di;  Zhang, Lu;  Fang, Mengjie;  Zhu, Yongbei;  He, Bingxi;  Ye, Zhaoxiang;  Zhang, Minming;  Zhang, Shuixing;  Tian, Jie
Adobe PDF(3862Kb)  |  收藏  |  浏览/下载：632/356  |  提交时间：2021/05/06
deep learning  peritumor  radiomics  
Deep learning-based radiomics predicts response to chemotherapy in colorectal liver metastases 期刊论文
MEDICAL PHYSICS, 2020, 页码: 10
作者:  Wei, Jingwei;  Cheng, Jin;  Gu, Dongsheng;  Chai, Fan;  Hong, Nan;  Wang, Yi;  Tian, Jie
收藏  |  浏览/下载：198/0  |  提交时间：2021/01/06
colorectal liver metastases  chemotherapy  radiomics  contrast‐  enhanced multidetector computed tomography  deep learning