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Deep learning model for the automated detection and classification of central canal and neural foraminal stenosis upon cervical spine magnetic resonance imaging 期刊论文
BMC MEDICAL IMAGING, 2024, 卷号: 24, 期号: 1, 页码: 9
作者:  Zhang, Enlong;  Yao, Meiyi;  Li, Yuan;  Wang, Qizheng;  Song, Xinhang;  Chen, Yongye;  Liu, Ke;  Zhao, Weili;  Xing, Xiaoying;  Zhou, Yan;  Meng, Fanyu;  Ouyang, Hanqiang;  Chen, Gongwei;  Jiang, Liang;  Lang, Ning;  Jiang, Shuqiang;  Yuan, Huishu
收藏  |  浏览/下载：16/0  |  提交时间：2025/06/25
Deep learning  MRI  Cervical spinal stenosis  Convolutional neural network  
Context-aware network fusing transformer and V-Net for semi-supervised segmentation of 3D left atrium 期刊论文
EXPERT SYSTEMS WITH APPLICATIONS, 2023, 卷号: 214, 页码: 9
作者:  Zhao, Chenji;  Xiang, Shun;  Wang, Yuanquan;  Cai, Zhaoxi;  Shen, Jun;  Zhou, Shoujun;  Zhao, Di;  Su, Weihua;  Guo, Shijie;  Li, Shuo
收藏  |  浏览/下载：40/0  |  提交时间：2023/07/12
3D MRI  Contextual information  Image segmentation  Semi -supervised learning  Transformers  
Benign and malignant diagnosis of spinal tumors based on deep learning and weighted fusion framework on MRI 期刊论文
INSIGHTS INTO IMAGING, 2022, 卷号: 13, 期号: 1, 页码: 11
作者:  Liu, Hong;  Jiao, Menglei;  Yuan, Yuan;  Ouyang, Hanqiang;  Liu, Jianfang;  Li, Yuan;  Wang, Chunjie;  Lang, Ning;  Qian, Yueliang;  Jiang, Liang;  Yuan, Huishu;  Wang, Xiangdong
收藏  |  浏览/下载：52/0  |  提交时间：2022/12/07
Spine tumor  Benign  Malignant  Deep learning  MRI  
Evaluation of Deep Learning-Based Automated Detection of Primary Spine Tumors on MRI Using the Turing Test 期刊论文
FRONTIERS IN ONCOLOGY, 2022, 卷号: 12, 页码: 12
作者:  Ouyang, Hanqiang;  Meng, Fanyu;  Liu, Jianfang;  Song, Xinhang;  Li, Yuan;  Yuan, Yuan;  Wang, Chunjie;  Lang, Ning;  Tian, Shuai;  Yao, Meiyi;  Liu, Xiaoguang;  Yuan, Huishu;  Jiang, Shuqiang;  Jiang, Liang
收藏  |  浏览/下载：53/0  |  提交时间：2022/12/07
spine tumor  Turing test  deep learning  MRI  primary tumor  
OFx: A method of 4D image construction from free-breathing non-gated MRI slice acquisitions of the thorax via optical flux 期刊论文
MEDICAL IMAGE ANALYSIS, 2021, 卷号: 72, 页码: 18
作者:  Hao, You;  Udupa, Jayaram K.;  Tong, Yubing;  Wu, Caiyun;  Li, Hua;  McDonough, Joseph M.;  Lott, Carina;  Qiu, Catherine;  Galagedera, Nirupa;  Anari, Jason B.;  Torigian, Drew A.;  Cahill, Patrick J.
收藏  |  浏览/下载：70/0  |  提交时间：2021/12/01
4D construction  Optical flux  Dynamic MRI  Respiratory signal extraction  
Glioma Grading on Conventional MR Images: A Deep Learning Study With Transfer Learning 期刊论文
FRONTIERS IN NEUROSCIENCE, 2018, 卷号: 12, 页码: 10
作者:  Yang, Yang;  Yan, Lin-Feng;  Zhang, Xin;  Han, Yu;  Nan, Hai-Yan;  Hu, Yu-Chuan;  Hu, Bo;  Yan, Song-Lin;  Zhang, Jin;  Cheng, Dong-Liang;  Ge, Xiang-Wei;  Cui, Guang-Bin;  Zhao, Di;  Wang, Wen
收藏  |  浏览/下载：108/0  |  提交时间：2019/08/16
deep learning  convolutional neural network (CNN)  transfer learning  glioma grading  magnetic resonance imaging (MRI)  
GPU Computing based fast discrete wavelet transform for l(1)-regularized SPIRiT reconstruction 期刊论文
IMAGING SCIENCE JOURNAL, 2018, 卷号: 66, 期号: 7, 页码: 393-408
作者:  Yao, Tiechui;  Xiao, Li;  Zhao, Di;  Sun, Yuzhong
收藏  |  浏览/下载：94/0  |  提交时间：2019/12/10
Fast discrete wavelet transform  MRI reconstruction  parallel imaging  compressed sensing  regularization  GPU computing  
基于AI+MRI的影像诊断的样本增广与批量标注方法 期刊论文
波谱学杂志, 2018, 卷号: 35, 期号: 4, 页码: 447
作者:  汪红志;  赵地;  杨丽琴;  夏天;  周皛月;  苗志英
收藏  |  浏览/下载：29/0  |  提交时间：2023/12/04
人工智能(AI)  磁共振成像(MRI)  样本增广  批量标注  影像辅助诊断  
Deep and Structured Robust Information Theoretic Learning for Image Analysis 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2016, 卷号: 25, 期号: 9, 页码: 4209-4221
作者:  Deng, Yue;  Bao, Feng;  Deng, Xuesong;  Wang, Ruiping;  Kong, Youyong;  Dai, Qionghai
收藏  |  浏览/下载：60/0  |  提交时间：2019/12/13
Data embedding  mutual information  deep learning  structured-sparse learning  image classification  brain MRI segmentation