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Sensitive and quantitative in vivo analysis of PD‑L1 using magnetic particle imaging and imaging‑guided immunotherapy 期刊论文
European Journal of Nuclear Medicine and Molecular Imaging, 2022, 卷号: 50, 页码: 1291-1305
作者:  Zhengyao Peng;  Chang Lu;  Guangyuan Shi;  Lin Yin;  Xiaolong Liang;  Guosheng Song;  Jie Tian;  Yang Du
Adobe PDF(4924Kb)  |  收藏  |  浏览/下载：6/2  |  提交时间：2024/05/28
Magnetic particle imaging deblurring with dual contrastive learning and adversarial framework 期刊论文
COMPUTERS IN BIOLOGY AND MEDICINE, 2023, 卷号: 165, 页码: 11
作者:  Zhang, Jiaxin;  Wei, Zechen;  Wu, Xiangjun;  Shang, Yaxin;  Tian, Jie;  Hui, Hui
Adobe PDF(6341Kb)  |  收藏  |  浏览/下载：144/1  |  提交时间：2023/11/16
Magnetic particle imaging  Deblurring  Unpaired data  Contrastive learning  Adversarial framework  
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：242/36  |  提交时间：2021/11/02
advanced gastric cancer  Borrmann classification  ensemble learning  multilayer perceptron networks  radiomics  
A review of the application of machine learning in molecular imaging 期刊论文
Annals of Translational Medicine, 2021, 卷号: 0, 期号: 0, 页码: 0
作者:  Yin, Lin;  Cao, Zhen;  Wang, Kun;  Tian, Jie;  Yang, Xing;  Zhang, Jianhua
Adobe PDF(4435Kb)  |  收藏  |  浏览/下载：191/38  |  提交时间：2021/06/16
molecular imaging, machine learning, artificial intelligence  
ImmunoAIzer: A Deep Learning-Based Computational Framework to Characterize Cell Distribution and Gene Mutation in Tumor Microenvironment 期刊论文
CANCERS, 2021, 卷号: 13, 期号: 7, 页码: 21
作者:  Bian, Chang;  Wang, Yu;  Lu, Zhihao;  An, Yu;  Wang, Hanfan;  Kong, Lingxin;  Du, Yang;  Tian, Jie
Adobe PDF(14076Kb)  |  收藏  |  浏览/下载：287/26  |  提交时间：2021/05/17
deep learning  cell distribution  biomarker  tumor gene mutation  tumor microenvironment (TME)  semi-supervised learning  hematoxylin and eosin (H&  E)  
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：369/71  |  提交时间：2021/05/17
Fluorescence imaging  Deep learning  Convolutional neural networks  Intraoperative pathology  Gliomas  
Domain Transform Network for Photoacoustic Tomography from Limited-view and Sparsely Sampled Data 期刊论文
Photoacoustics, 2020, 卷号: 19, 期号: 19, 页码: 100190
作者:  Tong Tong;  Wenhui Huang;  Kun Wang;  Zicong He;  Lin Yin;  Xin Yang;  Shuixing Zhang;  Jie Tian
Adobe PDF(9199Kb)  |  收藏  |  浏览/下载：204/55  |  提交时间：2020/11/02
Deep learning  Photoacoustic tomography  Domain transformation  Medical image reconstruction  
Development and Validation of a MRI-Based Radiomics Prognostic Classifier in Patients with Primary Glioblastoma Multiforme 期刊论文
ACADEMIC RADIOLOGY, 2019, 卷号: 26, 期号: 10, 页码: 1292-1300
作者:  Chen, Xin;  Fang, Mengjie;  Dong, Di;  Liu, Lingling;  Xu, Xiangdong;  Wei, Xinhua;  Jiang, Xinqing;  Qin, Lei;  Liu, Zaiyi
Adobe PDF(1190Kb)  |  收藏  |  浏览/下载：507/35  |  提交时间：2019/12/16
Glioblastoma multiform  Survival analyses  Magnetic resonance imaging  Radiomics  
Automatic Liver Segmentation Based on Shape Constraints and Deformable Graph Cut in CT Images 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2015, 卷号: 24, 期号: 12, 页码: 5315-5329
作者:  Li, Guodong;  Chen, Xinjian;  Shi, Fei;  Zhu, Weifang;  Tian, Jie;  Xiang, Dehui
浏览  |  Adobe PDF(5250Kb)  |  收藏  |  浏览/下载：476/174  |  提交时间：2015/11/12
Liver Segmentation  Principal Component Analysis  Euclidean Distance Transformation  Deformable Graph Cut  
A Partial Intensity Invariant Feature Descriptor for Multimodal Retinal Image Registration 期刊论文
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 2010, 卷号: 57, 期号: 7, 页码: 1707-1718
作者:  Chen, Jian;  Tian, Jie;  Lee, Noah;  Zheng, Jian;  Smith, R. Theodore;  Laine, Andrew F.
浏览  |  Adobe PDF(711Kb)  |  收藏  |  浏览/下载：293/88  |  提交时间：2015/11/08
Harris Detector  Local Feature  Multimodal Registration  Partial Intensity Invariance  Retinal Images