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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)
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Submit date:2022/06/10
Tumor biomarkers
immunotherapy
lung neoplasms
programmed cell death 1 receptor (PD-1 receptor)
biostatistics
Predicting Lung Cancers Using Epidemiological Data: A Generative-Discriminative Framework
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 5, 页码: 1067-1078
Authors:
Jinpeng Li
;
Yaling Tao
;
Ting Cai
Adobe PDF(915Kb)
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View/Download:25/1
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Submit date:2021/04/09
Cancer prevention
discriminative model
generative model
lung cancer
machine learning
CT-Based Radiomic Signature as a Prognostic Factor in Stage IV ALK-Positive Non-small-cell Lung Cancer Treated With TKI Crizotinib: A Proof-of-Concept Study
期刊论文
FRONTIERS IN ONCOLOGY, 2020, 卷号: 10, 页码: 57
Authors:
Li, Hailin
;
Zhang, Rui
;
Wang, Siwen
;
Fang, Mengjie
;
Zhu, Yongbei
;
Hu, Zhenhua
;
Dong, Di
;
Shi, Jingyun
;
Tian, Jie
Adobe PDF(915Kb)
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Submit date:2020/04/07
computed tomography
radiomics
non-small-cell lung cancer
tyrosine kinase inhibitor resistance
anaplastic lymphoma kinase
Electronic Nose and Its Applications: A Survey
期刊论文
International Journal of Automation and Computing, 2020, 卷号: 17, 期号: 2, 页码: 179-209
Authors:
Diclehan Karakaya
;
Oguzhan Ulucan
;
Mehmet Turkan
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View/Download:40/5
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Submit date:2021/02/22
Artificial intelligence
machine learning
pattern recognition
electronic nose (EN)
sensors technology.
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
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View/Download:90/10
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Submit date:2020/08/24
immunotherapy
lung neoplasms
tumor microenvironment
biomarkers
tumor
biostatistics
Radiomics Signature: A Biomarker for the Preoperative Distant Metastatic Prediction of Stage I Nonsmall Cell Lung Cancer
期刊论文
ACADEMIC RADIOLOGY, 2019, 卷号: 26, 期号: 9, 页码: 1253-1261
Authors:
Fan, Li
;
Fang, MengJie
;
Tu, WenTing
;
Zhang, Di
;
Wang, Yun
;
Zhou, Xiuxiu
;
Xia, Yi
;
Li, ZhaoBin
;
Liu, ShiYuan
Adobe PDF(858Kb)
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View/Download:94/1
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Submit date:2019/12/16
Lung
Nonsmall cell lung cancer
Tomography
X-ray computed
Computational biology
Prognosis
Abnormal frontostriatal tracts in young male tobacco smokers
期刊论文
NEUROIMAGE, 2018, 卷号: 183, 页码: 346-355
Authors:
Yuan, Kai
;
Yu, Dahua
;
Zhao, Meng
;
Li, Min
;
Wang, Ruonan
;
Li, Yangding
;
Manza, Peter
;
Shokri-Kojori, Ehsan
;
Wiers, Corinde E.
;
Wang, Gene-Jack
;
Tian, Jie
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Submit date:2019/01/08
White matter
Smoker
Diffusion tensor imaging
Craving
Cognitive control
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
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View/Download:174/22
  |  
Submit date:2018/10/10
EGFR-TKI therapy
Diagnosis of Distant Metastasis of Lung Cancer: Based on Clinical and Radiomic Features
期刊论文
TRANSLATIONAL ONCOLOGY, 2018, 卷号: 11, 期号: 1, 页码: 31-36
Authors:
Zhou, Hongyu
;
Dong, Di
;
Chen, Bojiang
;
Fang, Mengjie
;
Cheng, Yue
;
Gan, Yuncun
;
Zhang, Rui
;
Zhang, Liwen
;
Zang, Yali
;
Liu, Zhenyu
;
Zheng, Hairong
;
Li, Weimin
;
Tian, Jie
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Adobe PDF(626Kb)
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View/Download:214/31
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Submit date:2018/01/09
Radiomics
White Matter Integrity of Central Executive Network Correlates With Enhanced Brain Reactivity to Smoking Cues
期刊论文
HUMAN BRAIN MAPPING, 2017, 卷号: 38, 期号: 12, 页码: 6239-6249
Authors:
Bi, Yanzhi
;
Yuan, Kai
;
Yu, Dahua
;
Wang, Ruonan
;
Li, Min
;
Li, Yangding
;
Zhai, Jinquan
;
Lin, Wei
;
Tian, Jie
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View/Download:167/0
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Submit date:2018/03/03
Central Executive Network
Cognitive Control
Smoker
Smoking Cue
Structural Connectivity