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Deep learning for predicting immunotherapeutic efficacy in advanced non-small cell lung cancer patients: a retrospective study combining progression-free survival risk and overall survival risk 期刊论文
TRANSLATIONAL LUNG CANCER RESEARCH, 2022, 页码: 23
Authors:  He, Bing-Xi;  Zhong, Yi-Fan;  Zhu, Yong-Bei;  Deng, Jia-Jun;  Fang, Meng-Jie;  She, Yun-Lang;  Wang, Ting-Ting;  Yang, Yang;  Sun, Xi-Wen;  Belluomini, Lorenzo;  Watanabe, Satoshi;  Dong, Di;  Tian, Jie;  Xie, Dong
Adobe PDF(3742Kb)  |  Favorite  |  View/Download:19/0  |  Submit date:2022/06/10
Tumor biomarkers  immunotherapy  lung neoplasms  programmed cell death 1 receptor (PD-1 receptor)  biostatistics  
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
Authors:  Yin, Lin;  Cao, Zhen;  Wang, Kun;  Tian, Jie;  Yang, Xing;  Zhang, Jianhua
Adobe PDF(4435Kb)  |  Favorite  |  View/Download:33/3  |  Submit date:2021/06/16
molecular imaging, machine learning, artificial intelligence  
Computational Bioinformatics and Machine Learning Models to Identify the Diseasome and Neurological Disease Comorbidities 学位论文
, 中国科学院自动化研究所: 中国科学院大学, 2020
Authors:  Md Habibur Rahman
Adobe PDF(12630Kb)  |  Favorite  |  View/Download:105/1  |  Submit date:2020/07/15
疾病共病鉴定  生存分析  生物信息学  机器学习  2 型糖尿病  神经系统疾病  胶质母细胞瘤  通路  基因本体  蛋白质  
基于结构相关正交匹配追踪的激发荧光肝肿瘤重建研究 学位论文
, 自动化研究所: 中国科学院大学, 2020
Authors:  孔令鑫
Adobe PDF(2986Kb)  |  Favorite  |  View/Download:133/2  |  Submit date:2020/06/03
激发荧光断层成像  匹配追踪  组稀疏  斯密特正交化  
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
View  |  Adobe PDF(1539Kb)  |  Favorite  |  View/Download:85/39  |  Submit date:2020/10/25
PD-L1 expression  deep learning  computed tomography  immunotherapy  non-small cell lung cancer.  
Predicting response to immunotherapy in advanced non-small-cell lung cancer using tumor mutational burden radiomic biomarker 期刊论文
JOURNAL FOR IMMUNOTHERAPY OF CANCER, 2020, 卷号: 8, 期号: 2, 页码: 10
Authors:  He, Bingxi;  Dong, Di;  She, Yunlang;  Zhou, Caicun;  Fang, Mengjie;  Zhu, Yongbei;  Zhang, Henghui;  Huang, Zhipei;  Jiang, Tao;  Tian, Jie;  Chen, Chang
View  |  Adobe PDF(5232Kb)  |  Favorite  |  View/Download:90/10  |  Submit date:2020/08/24
immunotherapy  lung neoplasms  tumor microenvironment  biomarkers  tumor  biostatistics  
Advances in Molecular Imaging of Immunotherapeutic Targets in Breast Cancer: Current and Future Prospect 期刊论文
European Radiology, 2018, 期号: NA, 页码: NA
Authors:  Du Yang;  Jin Yinhua;  Sun Wei;  Fan Junjie;  Zheng Jianjun;  Tian Jie
View  |  Adobe PDF(6002Kb)  |  Favorite  |  View/Download:152/40  |  Submit date:2019/02/18
Cancer, Immunotherapy, Molecular Imaging, Immune Checkpoint Target  
EGFR-targeted liposomal nanohybrid cerasomes: theranostic function and immune checkpoint inhibition in a mouse model of colorectal cancer 期刊论文
NANOSCALE, 2018, 卷号: 10, 期号: 35, 页码: 16738-16749
Authors:  Li, Yuan;  Du, Yang;  Liang, Xiaolong;  Sun, Ting;  Xue, Huadan;  Tian, Jie;  Jin, Zhengyu
Favorite  |  View/Download:110/0  |  Submit date:2019/01/08
A New Approach to Predict Progression-free Survival in Stage IV EGFR-mutant NSCLC Patients with EGFR-TKI Therapy 期刊论文
CLINICAL CANCER RESEARCH, 2018, 卷号: 24, 期号: 15, 页码: 3583-3592
Authors:  Song, Jiangdian;  Shi, Jingyun;  Dong, Di;  Fang, Mengjie;  Zhong, Wenzhao;  Wang, Kun;  Wu, Ning;  Huang, Yanqi;  Liu, Zhenyu;  Cheng, Yue;  Gan, Yuncui;  Zhou, Yongzhao;  Zhou, Ping;  Chen, Bojiang;  Liang, Changhong;  Liu, Zaiyi;  Li, Weimin;  Tian, Jie
View  |  Adobe PDF(1305Kb)  |  Favorite  |  View/Download:174/22  |  Submit date:2018/10/10
EGFR-TKI therapy  
PD-1 blockade in combination with zoledronic acid to enhance the antitumor efficacy in the breast cancer mouse model 期刊论文
BMC CANCER, 2018, 卷号: 18, 页码: 7
Authors:  Li, Yuan;  Du, Yang;  Sun, Ting;  Xue, Huadan;  Jin, Zhengyu;  Tian, Jie
View  |  Adobe PDF(4369Kb)  |  Favorite  |  View/Download:102/18  |  Submit date:2019/02/18
PD-1  Zoledronic acid  Breast cancer  Therapy  Checkpoint inhibitior