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DeepHipp: accurate segmentation of hippocampus using 3D dense-block based on attention mechanism 期刊论文
BMC MEDICAL IMAGING, 2023, 卷号: 23, 期号: 1, 页码: 15
作者:  Wang, Han;  Lei, Cai;  Zhao, Di;  Gao, Liwei;  Gao, Jingyang
收藏  |  浏览/下载：7/0  |  提交时间：2023/12/04
Segmentation of hippocampus  Deep learning  Dense block, Attention, Data augmentation  
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：13/0  |  提交时间：2023/07/12
3D MRI  Contextual information  Image segmentation  Semi -supervised learning  Transformers  
EEGDnet: Fusing non-local and local self-similarity for EEG signal denoising with transformer 期刊论文
COMPUTERS IN BIOLOGY AND MEDICINE, 2022, 卷号: 151, 页码: 8
作者:  Pu, Xiaorong;  Yi, Peng;  Chen, Kecheng;  Ma, Zhaoqi;  Zhao, Di;  Ren, Yazhou
收藏  |  浏览/下载：13/0  |  提交时间：2023/07/12
Electroencephalography  Artifact removal  Transformer  
A Clinical-Radiomic Model for Predicting Indocyanine Green Retention Rate at 15 Min in Patients With Hepatocellular Carcinoma 期刊论文
FRONTIERS IN SURGERY, 2022, 卷号: 9, 页码: 9
作者:  Wu, Ji;  Xie, Feng;  Ji, Hao;  Zhang, Yiyang;  Luo, Yi;  Xia, Lei;  Lu, Tianfei;  He, Kang;  Sha, Meng;  Zheng, Zhigang;  Yong, Junekong;  Li, Xinming;  Zhao, Di;  Yang, Yuting;  Xia, Qiang;  Xue, Feng
收藏  |  浏览/下载：18/0  |  提交时间：2022/12/07
indocyanine green retention rate at 15 min  radiomics  machine learning  post hepatectomy liver failure  hepatocellular carcinoma  
A deep-learning-based framework for severity assessment of COVID-19 with CT images 期刊论文
EXPERT SYSTEMS WITH APPLICATIONS, 2021, 卷号: 185, 页码: 11
作者:  Li, Zhidan;  Zhao, Shixuan;  Chen, Yang;  Luo, Fuya;  Kang, Zhiqing;  Cai, Shengping;  Zhao, Wei;  Liu, Jun;  Zhao, Di;  Li, Yongjie
收藏  |  浏览/下载：45/0  |  提交时间：2021/12/01
COVID-19  Deep learning  Severity assessment  Multi-view lesion  Dual-Siamese channels  Clinical metadata  
SCOAT-Net: A novel network for segmenting COVID-19 lung opacification from CT images 期刊论文
PATTERN RECOGNITION, 2021, 卷号: 119, 页码: 12
作者:  Zhao, Shixuan;  Li, Zhidan;  Chen, Yang;  Zhao, Wei;  Xie, Xingzhi;  Liu, Jun;  Zhao, Di;  Li, Yongjie
收藏  |  浏览/下载：41/0  |  提交时间：2021/12/01
COVID-19  Convolutional neural network  Segmentation  Lung opacification  Attention mechanism  
Femoral head segmentation based on improved fully convolutional neural network for ultrasound images 期刊论文
SIGNAL IMAGE AND VIDEO PROCESSING, 2020, 卷号: 14, 期号: 5, 页码: 1043-1051
作者:  Chen, Lei;  Cui, Yutao;  Song, Hong;  Huang, Bingxuan;  Yang, Jian;  Zhao, Di;  Xia, Bei
收藏  |  浏览/下载：51/0  |  提交时间：2020/12/10
Developmental dysplasia of the hip  Femoral head segmentation  Fully convolutional neural networks  Feature visualization  
A review of the application of deep learning in medical image classification and segmentation 期刊论文
ANNALS OF TRANSLATIONAL MEDICINE, 2020, 卷号: 8, 期号: 11, 页码: 15
作者:  Cai, Lei;  Gao, Jingyang;  Zhao, Di
收藏  |  浏览/下载：47/0  |  提交时间：2020/12/10
Big medical data  deep learning  classification  segmentation  object detection  
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：78/0  |  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：63/0  |  提交时间：2019/12/10
Fast discrete wavelet transform  MRI reconstruction  parallel imaging  compressed sensing  regularization  GPU computing