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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
Authors:  Bian, Chang;  Wang, Yu;  Lu, Zhihao;  An, Yu;  Wang, Hanfan;  Kong, Lingxin;  Du, Yang;  Tian, Jie
Adobe PDF(14076Kb)  |  Favorite  |  View/Download:14/0  |  Submit date:2021/05/17
deep learning  cell distribution  biomarker  tumor gene mutation  tumor microenvironment (TME)  semi-supervised learning  hematoxylin and eosin (H&  E)  
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:1/1  |  Submit date:2021/06/16
molecular imaging, machine learning, artificial intelligence  
Radiomics in liver diseases: Current progress and future opportunities 期刊论文
LIVER INTERNATIONAL, 2020, 卷号: 40, 期号: 9, 页码: 2050-2063
Authors:  Wei, Jingwei;  Jiang, Hanyu;  Gu, Dongsheng;  Niu, Meng;  Fu, Fangfang;  Han, Yuqi;  Song, Bin;  Tian, Jie
Adobe PDF(872Kb)  |  Favorite  |  View/Download:51/0  |  Submit date:2020/08/03
data science  liver diseases  machine learning  precision medicine  radiologic technology  
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:65/1  |  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:100/1  |  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  
Combination Immunotherapy with Cytotoxic T-Lymphocyte-Associated Antigen-4 and Programmed Death Protein-1 Inhibitors Prevents Postoperative Breast Tumor Recurrence and Metastasis 期刊论文
MOLECULAR CANCER THERAPEUTICS, 2020, 卷号: 19, 期号: 3, 页码: 802-811
Authors:  Sun, Ting;  Zhang, Wenjia;  Li, Yuan;  Jin, Zhengyu;  Du, Yang;  Tian, Jie;  Xue, Huadan
Favorite  |  View/Download:42/0  |  Submit date:2020/04/07
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:38/15  |  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:37/6  |  Submit date:2020/08/24
immunotherapy  lung neoplasms  tumor microenvironment  biomarkers  tumor  biostatistics  
Upfront dose-reduced chemotherapy synergizes with immunotherapy to optimize chemoimmunotherapy in squamous cell lung carcinoma 期刊论文
JOURNAL FOR IMMUNOTHERAPY OF CANCER, 2020, 卷号: 8, 期号: 2, 页码: 15
Authors:  He, Xiran;  Du, Yang;  Wang, Zhijie;  Wang, Xin;  Duan, Jianchun;  Wan, Rui;  Xu, Jiachen;  Zhang, Pei;  Wang, Di;  Tian, Yanhua;  Han, Jiefei;  Fei, Kailun;  Bai, Hua;  Tian, Jie;  Wang, Jie
Favorite  |  View/Download:5/0  |  Submit date:2021/01/06
drug therapy  combination  immunotherapy  lung neoplasms  lymphocytes  tumor-infiltrating  translational medical research  
基于光学多模分子影像技术的抗肝肿瘤药物疗效评估 学位论文
工程硕士, 中国科学院自动化研究所: 中国科学院大学, 2019
Authors:  梁倩
Adobe PDF(4554Kb)  |  Favorite  |  View/Download:94/0  |  Submit date:2019/06/14
光学多模分子影像,自发荧光断层重建,药效评估,阿帕替尼,索拉菲尼,肝癌