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Using multi-task learning to improve diagnostic performance of convolutional neural networks 会议论文
, San Diego, California, USA, 2019-2
作者:  Fang, Mengjie;  Dong, Di;  Sun, Ruijia;  Fan, Li;  Sun, Yingshi;  Liu, Shiyuan;  Tian, Jie
Adobe PDF(299Kb)  |  收藏  |  浏览/下载：140/39  |  提交时间：2022/06/14
Applying maximally stable extremal regions and local binary patterns for guide-wire detecting in percutaneous coronary intervention 期刊论文
IET Image Processing, 2019, 卷号: 13, 期号: 13, 页码: 2579-2586
作者:  Prasong Pusit;  Xiaoliang,Xie;  Zeng-Guang Hou
浏览  |  Adobe PDF(2646Kb)  |  收藏  |  浏览/下载：244/72  |  提交时间：2020/11/05
image sequences  blood vessels  video signal processing  object detection  
Evaluation of Lymph Node Metastasis in Advanced Gastric Cancer Using Magnetic Resonance Imaging-Based Radiomics 期刊论文
FRONTIERS IN ONCOLOGY, 2019, 卷号: 9, 页码: 1265
作者:  Chen, Wujie;  Wang, Siwen;  Dong, Di;  Gao, Xuning;  Zhou, Kefeng;  Li, Jiaying;  Lv, Bin;  Li, Hailin;  Wu, Xiangjun;  Fang, Mengjie;  Tian, Jie;  Xu, Maosheng
Adobe PDF(1130Kb)  |  收藏  |  浏览/下载：418/56  |  提交时间：2020/03/30
lymph node metastasis  magnetic resonance imaging  diffusion-weighted imaging  advanced gastric cancer  radiomics  
Applying maximally stable extremal regions and local binary patterns for guide-wire detecting in percutaneous coronary intervention 期刊论文
IET IMAGE PROCESSING, 2019, 卷号: 13, 期号: 13, 页码: 2579-2586
作者:  Pusit, Prasong;  Xie, Xiao-Liang;  Hou, Zeng-Guang
浏览  |  Adobe PDF(2646Kb)  |  收藏  |  浏览/下载：397/80  |  提交时间：2020/03/30
blood vessels  medical image processing  surgery  image sequences  video signal processing  image filtering  object detection  X-ray imaging  object tracking  stroke width variation filter  region detection  local binary patterns  guide-wire recognition  conventional MSER methods  maximally stable extremal regions  guide-wire position  anatomical skeleton contours  training data  X-ray video sequence  percutaneous coronary intervention surgery  region area range filter  X-ray video monitoring  guide-wire tip detection  modified multifilters  training templates  
Prognostic Value of Deep Learning PET/CT-Based Radiomics: Potential Role for Future Individual Induction Chemotherapy in Advanced Nasopharyngeal Carcinoma 期刊论文
CLINICAL CANCER RESEARCH, 2019, 卷号: 25, 期号: 14, 页码: 4271-4279
作者:  Peng, Hao;  Dong, Di;  Fang, Meng-Jie;  Li, Lu;  Tang, Ling-Long;  Chen, Lei;  Li, Wen-Fei;  Mao, Yan-Ping;  Fan, Wei;  Liu, Li-Zhi;  Tian, Li;  Lin, Ai-Hua;  Sun, Ying;  Tian, Jie;  Ma, Jun
浏览  |  Adobe PDF(1141Kb)  |  收藏  |  浏览/下载：406/66  |  提交时间：2019/12/16
Advanced Nasopharyngeal Carcinoma  
Learning from adversarial medical images for X-ray breast mass segmentation 期刊论文
COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, 2019, 卷号: 180, 期号: 2019, 页码: 13
作者:  Shen, Tianyu;  Gou, Chao;  Wang, Fei-Yue;  He, Zilong;  Chen, Weiguo
Adobe PDF(4491Kb)  |  收藏  |  浏览/下载：383/50  |  提交时间：2019/12/16
Medical image synthesis  Generative adversarial network  X-ray breast mass  Lesion segmentation  
The process of 3D printed skull models for anatomy education 期刊论文
COMPUTER ASSISTED SURGERY, 2019, 卷号: 24, 页码: 121-130
作者:  Shen, Zhen;  Yao, Yong;  Xie, Yi;  Guo, Chao;  Shang, Xiuqin;  Dong, Xisong;  Li, Yuqing;  Pan, Zhouxian;  Chen, Shi;  Xiong, Gang;  Wang, Fei-Yue;  Pan, Hui
浏览  |  Adobe PDF(1335Kb)  |  收藏  |  浏览/下载：406/115  |  提交时间：2019/10/10
Skull model  3D printing  Anatomy education  
Multiscale imaging of colitis in mice using confocal laser endomicroscopy, light-sheet fluorescence microscopy, and magnetic resonance imaging 期刊论文
JOURNAL OF BIOMEDICAL OPTICS, 2019, 卷号: 24, 期号: 1, 页码: 8
作者:  Li, Tianmeng;  Hui, Hui;  Hu, Chaoen;  Ma, He;  Yang, Xin;  Tian, Jie
浏览  |  Adobe PDF(7043Kb)  |  收藏  |  浏览/下载：476/104  |  提交时间：2019/07/12
multimodality imaging  confocal laser endomicroscopy  light-sheet fluorescence microscopy  magnetic resonance imaging  inflammatory bowel disease  
Using biparametric MRI radiomics signature to differentiate between benign and malignant prostate lesions 期刊论文
EUROPEAN JOURNAL OF RADIOLOGY, 2019, 卷号: 114, 页码: 38-44
作者:  Xu, Min;  Fang, Mengjie;  Zou, Jian;  Yang, Shudong;  Yu, Dongdong;  Zhong, Lianzhen;  Hu, Chaoen;  Zang, Yali;  Di, Dong;  Tian, Jie;  Fang, Xiangming
Adobe PDF(1146Kb)  |  收藏  |  浏览/下载：332/77  |  提交时间：2019/07/12
Prostate cancer  Radiomics  Biparametric magnetic resonance imaging  Medical imaging  
基于深度学习的小样本肿瘤CT影像分析算法研究 学位论文
工学博士, 中国科学院自动化研究所: 中国科学院大学, 2019
作者:  王硕
Adobe PDF(6465Kb)  |  收藏  |  浏览/下载：556/2  |  提交时间：2019/07/08
计算机断层扫描（ct）  深度学习  肿瘤分割  半监督学习  预后分析