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Application of machine learning method in optical molecular imaging: a review 期刊论文
SCIENCE CHINA-INFORMATION SCIENCES, 2020, 卷号: 63, 期号: 1, 页码: 16
Authors:  An, Yu;  Meng, Hui;  Gao, Yuan;  Tong, Tong;  Zhang, Chong;  Wang, Kun;  Tian, Jie
Adobe PDF(5942Kb)  |  Favorite  |  View/Download:118/1  |  Submit date:2020/03/30
optical molecular imaging  machine learning  artificial intelligence  
Assessing PD-L1 expression in non-small cell lung cancer and predicting responses to immune checkpoint inhibitors using deep learning on computed tomography images 期刊论文
Theranostics, 2020, 卷号: 0, 期号: 0, 页码: 0
Authors:  Tian, Panwen;  He, Bingxi;  Dong, Di;  Mu, Wei;  Liu, Kunqin;  Liu, Li;  Zeng, Hao;  Liu, Yujie;  Jiang, Lili;  Zhou, Ping;  Huang, Zhipei;  Li, Weimin;  Tian, Jie
Adobe PDF(1539Kb)  |  Favorite  |  View/Download:97/40  |  Submit date:2020/10/25
PD-L1 expression  deep learning  computed tomography  immunotherapy  non-small cell lung cancer.  
Non-invasive genotype prediction of chromosome 1p/19q co-deletion by development and validation of an MRI-based radiomics signature in lower-grade gliomas 期刊论文
JOURNAL OF NEURO-ONCOLOGY, 2018, 卷号: 140, 期号: 2, 页码: 297-306
Authors:  Han, Yuqi;  Xie, Zhen;  Zang, Yali;  Zhang, Shuaitong;  Gu, Dongsheng;  Zhou, Mu;  Gevaert, Olivier;  Wei, Jingwei;  Li, Chao;  Chen, Hongyan;  Du, Jiang;  Liu, Zhenyu;  Dong, Di;  Tian, Jie;  Zhou, Dabiao
View  |  Adobe PDF(2365Kb)  |  Favorite  |  View/Download:157/14  |  Submit date:2019/07/12
Lower-grade glioma  1p19q Co-deletion  Prediction  Radiomics  Magnetic resonance imaging  
A novel plectin/integrin-targeted bispecific molecular probe for magnetic resonance/near-infrared imaging of pancreatic cancer 期刊论文
Biomaterials, 2018, 期号: 183, 页码: 173-184
Authors:  Wang Qian;  Yan Hao;  Jin YS(靳玉慎);  Wang Zihua;  Huang Wenhui;  Qiu Jia;  Kang Feiyu;  Wang Kun;  Zhao Xinming;  Tian Jie
View  |  Adobe PDF(4182Kb)  |  Favorite  |  View/Download:231/69  |  Submit date:2018/10/02
Bispecific Peptides  Early Diagnosis  Molecular Imaging  Pancreatic Cancer  Theranostics  
An Innovation for Treating Orthotopic Pancreatic Cancer by Preoperative Screening and Imaging-Guided Surgery 期刊论文
Molecular Imaging And Biology, 2018, 期号: x, 页码: x
Authors:  Ziyu Han;  Wenting Shang;  Xiaoyuan Liang;  Hao Yan;  Min Hu;  Li Peng;  Hongmei Jiang;  Chihua Fang;  Jie Tian;  Kun Wang
View  |  Adobe PDF(8421Kb)  |  Favorite  |  View/Download:153/24  |  Submit date:2018/10/10
Low-density Lipoprotein Receptor (Ldlr)  Photoacoustic Imaging  Peptide-22  Optical-guided Surgery  
Multimodality Molecular Imaging-Guided Tumor Border Delineation and Photothermal Therapy Analysis Based on Graphene Oxide-Conjugated Gold Nanoparticles Chelated with Gd 期刊论文
CONTRAST MEDIA & MOLECULAR IMAGING, 2018, 期号: 2018, 页码: 9321862
Authors:  Ma, Xibo;  Jin, Yushen;  Wang, Yi;  Zhang, Shuai;  Peng, Dong;  Yang, Xin;  Wei, Shoushui;  Chai, Wei;  Li, Xuejun;  Tian, Jie
View  |  Adobe PDF(6592Kb)  |  Favorite  |  View/Download:181/45  |  Submit date:2018/10/02
Multimodality Molecular Imaging  Tumor Border Delineation  Photothermal Therapy  Hepatocellular Carcinoma  
Lung Lesion Extraction Using a Toboggan Based Growing Automatic Segmentation Approach 期刊论文
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2016, 卷号: 35, 期号: 1, 页码: 337-353
Authors:  Song, Jiangdian;  Yang, Caiyun;  Fan, Li;  Wang, Kun;  Yang, Feng;  Liu, Shiyuan;  Tian, Jie;  Caiyun YANG, Shiyuan Liu, Jie Tian
View  |  Adobe PDF(6639Kb)  |  Favorite  |  View/Download:326/123  |  Submit date:2016/03/19
Back-off Mechanism  Computed Tomography (Ct)  Lung Lesion Segmentation  Region Growing  Toboggan  
A Segmentation Algorithm for Quantitative Analysis of Heterogeneous Tumors of the Cervix With F-18-FDG PET/CT 期刊论文
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 2015, 卷号: 62, 期号: 10, 页码: 2465-2479
Authors:  Mu, Wei;  Chen, Zhe;  Shen, Wei;  Yang, Feng;  Liang, Ying;  Dai, Ruwei;  Wu, Ning;  Tian, Jie
Adobe PDF(1769Kb)  |  Favorite  |  View/Download:256/66  |  Submit date:2015/11/04
Cervical Tumor Segmentation  Fuzzy-c-means (Fcm)  Improved Level Set Method  Positron-emission Tomography/computed Tomography (Pet/ct) Images