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Real-time intraoperative glioma diagnosis using fluorescence imaging and deep convolutional neural networks 期刊论文
EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING, 2021, 卷号: 48, 期号: 11, 页码: 3482-3492
作者:  Shen, Biluo;  Zhang, Zhe;  Shi, Xiaojing;  Cao, Caiguang;  Zhang, Zeyu;  Hu, Zhenhua;  Ji, Nan;  Tian, Jie
Adobe PDF(1209Kb)  |  收藏  |  浏览/下载：367/71  |  提交时间：2021/05/17
Fluorescence imaging  Deep learning  Convolutional neural networks  Intraoperative pathology  Gliomas  
Deep Learning Based Classification for Metastasis of Hepatocellular Carcinoma with Microscopic Images 会议论文
, San Diego, USA, 2019.2.16-2019.2.21
作者:  Meng, Hui;  Gao, Yuan;  Wang, Kun;  Tian, Jie
Adobe PDF(1743Kb)  |  收藏  |  浏览/下载：237/63  |  提交时间：2020/04/29
Hepatocellular Carcinoma Classification  Metastasis  Microscopic Imaging  Machine Learning  Convolutional Neural Networks (Cnn)  
Unsupervised Deep Learning Features for Lung Cancer Overall Survival Analysis 会议论文
, Honolulu, Hawaii, USA, 2018-7
作者:  Wang, Shuo;  Liu, Zhenyu;  Chen, Xi;  Zhu, Yongbei;  Zhou, Hongyu;  Tang, Zhenchao;  Wei, Wei;  Dong, Di;  Wang, Meiyun;  Tian, Jie
浏览  |  Adobe PDF(797Kb)  |  收藏  |  浏览/下载：417/125  |  提交时间：2019/04/30
Lung Cancer  Survival Analysis  Deep Learning  Unsupervised Feature Learning  Convolutional Neural Networks  
Central focused convolutional neural networks: Developing a data-driven model for lung nodule segmentation 期刊论文
MEDICAL IMAGE ANALYSIS, 2017, 卷号: 40, 期号: 40, 页码: 172-183
作者:  Wang, Shuo;  Zhou, Mu;  Liu, Zaiyi;  Liu, Zhenyu;  Gu, Dongsheng;  Zang, Yali;  Dong, Di;  Gevaert, Olivier;  Tian, Jie
浏览  |  Adobe PDF(3023Kb)  |  收藏  |  浏览/下载：559/222  |  提交时间：2018/01/08
Lung Nodule Segmentation  Convolutional Neural Networks  Deep Learning  Computer-aided Diagnosis  
Brain vessels segmentation for light-sheet microscopy image using convolutional neural networks 会议论文
SPIE Digital Library, Orlando, Florida United States, 11 - 16 February 2017
作者:  Hu, Chaoen;  Hui, Hui;  Wang, Shuo;  Dong, Di;  Liu, Xia;  Yang, Xin;  Tian, Jie
浏览  |  Adobe PDF(613Kb)  |  收藏  |  浏览/下载：846/300  |  提交时间：2016/10/23
Brain Vessel Image Segmentation  Convolutional Neural Networks  Light-sheet Microscopic Imaging  
Multi-scale Convolutional Neural Networks for Lung Nodule Classification 会议论文
IPMI, Sabhal Mor Ostaig College on the Isle of Skye, Scotland, 2015-6
作者:  Shen W(沈伟);  Mu Zhou;  Feng Yang;  Caiyun Yang;  Jie Tian;  Tian J(田捷)
浏览  |  Adobe PDF(4803Kb)  |  收藏  |  浏览/下载：2102/1164  |  提交时间：2016/06/24
Lung Nodule Classification  Computed Tomography Imaging  Convolutional Neural Networks  Computer-aided Diagnoses  
Automatic Localization of Vertebrae Based on Convolutional Neural Networks 会议论文
SPIE, Orlando, 2015-2-21
作者:  Shen W(沈伟);  Yang F(杨凤);  Mou W(牟玮);  Yang CY(杨彩云);  Tian J(田捷);  Tian J(田捷)
Microsoft Word(4152Kb)  |  收藏  |  浏览/下载：366/106  |  提交时间：2016/06/24
Vertebrae Localization  Hand-crafted Features  Convolutional Neural Networks