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基于MRI影像的晚期鼻咽癌预后预测和诱导化疗决策的方法研究 学位论文
, 2023
Authors:  钟连珍
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影像组学  预后预测  治疗疗效预测  晚期鼻咽癌  磁共振成像  
Deep learning with biopsy whole slide images for pretreatment prediction of pathological complete response to neoadjuvant chemotherapy in breast cancer : A multicenter study 期刊论文
BREAST, 2022, 卷号: 66, 页码: 183-190
Authors:  Li, Bao;  Li, Fengling;  Liu, Zhenyu;  Xu, FangPing;  Ye, Guolin;  Li, Wei;  Zhang, Yimin;  Zhu, Teng;  Shao, Lizhi;  Chen, Chi;  Sun, Caixia;  Qiu, Bensheng;  Bu, Hong;  Wang, Kun;  Tian, Jie
Favorite  |  View/Download:251/0  |  Submit date:2022/12/27
Breast cancer  Neoadjuvant chemotherapy  Pathological complete response  Whole-slide image  Deep learning  
新型荧光分子成像用于胶质瘤手术导航的研究 学位论文
, 中国科学院自动化研究所: 中国科学院自动化研究所, 2022
Authors:  史小静
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激发荧光分子成像  断层成像  手术导航  契伦科夫光学成像  近红外二区荧光成像  
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
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Tumor biomarkers  immunotherapy  lung neoplasms  programmed cell death 1 receptor (PD-1 receptor)  biostatistics  
Peptidic microarchitecture-trapped tumor vaccine combined with immune checkpoint inhibitor or PI3K gamma inhibitor can enhance immunogenicity and eradicate tumors 期刊论文
JOURNAL FOR IMMUNOTHERAPY OF CANCER, 2022, 卷号: 10, 期号: 2, 页码: 13
Authors:  Du, Yang;  Liu, Ye;  Wang, Di;  Bai, Hua;  Wang, Zhijie;  He, Xiran;  Zhang, Pei;  Tian, Jie;  Wang, Jie
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immunotherapy  immunogenicity  vaccine  tumor microenvironment  lymphocytes  tumor infiltrating  macrophages  
基于病理图像的细胞生物标志物表达预测算法研究 学位论文
, 中国科学院自动化研究所: 中国科学院自动化研究所, 2021
Authors:  边畅
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深度学习,半监督学习,细胞生物标志物,苏木精-伊红染色,多光谱免疫荧光染色,数字病理技术  
A Computational Prediction Method Based on Modified U-Net for Cell Distribution in Tumor Microenvironment 会议论文
, 线上会议, 2021-2-15
Authors:  Bian, Chang;  Wang, Yu;  An, Yu;  Wang, Hanfan;  Du, Yang;  Tian, Jie
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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:276/23  |  Submit date:2021/05/17
deep learning  cell distribution  biomarker  tumor gene mutation  tumor microenvironment (TME)  semi-supervised learning  hematoxylin and eosin (H&  E)  
Exploring the predictive value of additional peritumoral regions based on deep learning and radiomics: A multicenter study 期刊论文
MEDICAL PHYSICS, 2021, 页码: 12
Authors:  Wu, Xiangjun;  Dong, Di;  Zhang, Lu;  Fang, Mengjie;  Zhu, Yongbei;  He, Bingxi;  Ye, Zhaoxiang;  Zhang, Minming;  Zhang, Shuixing;  Tian, Jie
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deep learning  peritumor  radiomics  
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:252/0  |  Submit date:2021/01/06
drug therapy  combination  immunotherapy  lung neoplasms  lymphocytes  tumor-infiltrating  translational medical research