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Deep Survival Analysis With Latent Clustering and Contrastive Learning
期刊论文
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2024, 卷号: 28, 期号: 5, 页码: 3090-3101
作者:
Cui, Chang
;
Tang, Yongqiang
;
Zhang, Wensheng
收藏
  |  
浏览/下载:10/0
  |  
提交时间:2024/07/04
Analytical models
Task analysis
Self-supervised learning
Predictive models
Hazards
Data models
Correlation
Survival analysis
deep learning
clustering
contrastive learning
survival prediction
Adjusted-range self-normalized confidence interval construction for censored dependent data
期刊论文
ECONOMICS LETTERS, 2022, 卷号: 220, 页码: 5
作者:
Sun, Jiajing
;
Hong, Yongmiao
;
Linton, Oliver
;
Zhao, Xiaolu
收藏
  |  
浏览/下载:10/0
  |  
提交时间:2023/02/07
Adjusted-range
Censored dependent data
Empirical likelihood
Self-normalization
Survival analysis
Cost-effectiveness analysis of drug-eluting beads and conventional transarterial chemoembolization in the treatment of hepatocellular carcinoma
期刊论文
FRONTIERS IN PUBLIC HEALTH, 2022, 卷号: 10
作者:
Shao, Guoliang
;
Wang, Jingwen
;
Zhou, Xiaoying
;
Sun, Guojun
;
Dong, Zuojun
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  |  
浏览/下载:19/0
  |  
提交时间:2022/12/23
DEB-TACE
cTACE
partition survival model
cost-effectiveness analysis
hepatocellular carcinoma
Deep learning signatures reveal multiscale intratumor heterogeneity associated with biological functions and survival in recurrent nasopharyngeal carcinoma
期刊论文
EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING, 2022, 页码: 11
作者:
Zhao, Xun
;
Liang, Yu-Jing
;
Zhang, Xu
;
Wen, Dong-Xiang
;
Fan, Wei
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  |  
浏览/下载:41/0
  |  
提交时间:2022/06/10
Recurrent nasopharyngeal carcinoma
Survival analysis
Radiomics
Deep learning
Bioinformatics and machine learning methodologies to identify the effects of central nervous system disorders on glioblastoma progression
期刊论文
BRIEFINGS IN BIOINFORMATICS, 2021, 卷号: 22, 期号: 5, 页码: 23
作者:
Rahman, Md Habibur
;
Rana, Humayan Kabir
;
Peng, Silong
;
Hu, Xiyuan
;
Chen, Chen
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  |  
浏览/下载:46/0
  |  
提交时间:2021/12/28
bioinformatics
machine learning
central nervous system disorders
glioblastoma
comorbidity
pathway
ontology
proteins
survival analysis
A deep learning-based radiomic nomogram for prognosis and treatment decision in advanced nasopharyngeal carcinoma: A multicentre study
期刊论文
EBIOMEDICINE, 2021, 卷号: 70, 页码: 10
作者:
Zhong, Lianzhen
;
Dong, Di
;
Fang, Xueliang
;
Zhang, Fan
;
Zhang, Ning
收藏
  |  
浏览/下载:82/0
  |  
提交时间:2021/11/03
Multi-task deep learning
Radiomic nomogram
Survival analysis
Treatment decision
Advanced nasopharyngeal carcinoma
High Expression Levels of CDK1 and CDC20 in Patients With Lung Squamous Cell Carcinoma are Associated With Worse Prognosis
期刊论文
FRONTIERS IN MOLECULAR BIOSCIENCES, 2021, 卷号: 8
作者:
Deng, Huan
;
Hang, Qingqing
;
Shen, Dijian
;
Ying, Hangjie
;
Zhang, Yibi
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  |  
浏览/下载:32/0
  |  
提交时间:2021/08/30
lung squamous cell carcinoma
protein-protein interaction network
survival analysis
gene set enrichment analysis
experimental validation
Low expression of CHRDL1 and SPARCL1 predicts poor prognosis of lung adenocarcinoma based on comprehensive analysis and immunohistochemical validation
期刊论文
CANCER CELL INTERNATIONAL, 2021, 卷号: 21
作者:
Deng, Huan
;
Hang, Qingqing
;
Shen, Dijian
;
Zhang, Yibi
;
Chen, Ming
收藏
  |  
浏览/下载:32/0
  |  
提交时间:2021/06/21
Lung adenocarcinoma
Weighted gene coexpression network analysis
Differential coexpression genes
Protein-protein interaction network
Survival analysis
DeepOmix: A scalable and interpretable multi-omics deep learning framework and application in cancer survival analysis
期刊论文
COMPUTATIONAL AND STRUCTURAL BIOTECHNOLOGY JOURNAL, 2021, 卷号: 19, 页码: 2719-2725
作者:
Zhao, Lianhe
;
Dong, Qiongye
;
Luo, Chunlong
;
Wu, Yang
;
Bu, Dechao
收藏
  |  
浏览/下载:39/0
  |  
提交时间:2021/12/01
Multi-omics
Deep learning
Survival analysis
Prognosis prediction
Interpretable model
A deep-learning-based prognostic nomogram integrating microscopic digital pathology and macroscopic magnetic resonance images in nasopharyngeal carcinoma: a multi-cohort study
期刊论文
THERAPEUTIC ADVANCES IN MEDICAL ONCOLOGY, 2020, 卷号: 12, 页码: 12
作者:
Zhang, Fan
;
Zhong, Lian-Zhen
;
Zhao, Xun
;
Dong, Di
;
Yao, Ji-Jin
收藏
  |  
浏览/下载:88/0
  |  
提交时间:2021/03/08
digital pathology
multi-scale features
nasopharyngeal carcinoma
radiomics
survival analysis
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