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Predicting Brain Regions Related to Alzheimer's Disease Based on Global Feature 期刊论文
FRONTIERS IN COMPUTATIONAL NEUROSCIENCE, 2021, 卷号: 15, 页码: 9
作者:  Wang, Qi;  Chen, Siwei;  Wang, He;  Chen, Luzeng;  Sun, Yongan;  Yan, Guiying
收藏  |  浏览/下载：142/0  |  提交时间：2021/10/26
Alzheimer's disease  diffusion tensor imaging  brain structural network  2hop-connectivity  global featurescore  differential network analysis  
A Branch Point on Differentiation Trajectory is the Bifurcating Event Revealed by Dynamical Network Biomarker Analysis of Single-Cell Data 期刊论文
IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS, 2020, 卷号: 17, 期号: 2, 页码: 366-375
作者:  Chen, Ziwei;  Bai, Xiangqi;  Ma, Liang;  Wang, Xiawei;  Liu, Xiuqin;  Liu, Yuting;  Chen, Luonan;  Wan, Lin
收藏  |  浏览/下载：172/0  |  提交时间：2020/05/24
Trajectory  Heuristic algorithms  Mice  Correlation  Reactive power  Pseudo temporal trajectory  branch point  DNB theory  reconstruction  single-cell data  bifurcation  dynamical system  
Discovering cooperative biomarkers for heterogeneous complex disease diagnoses 期刊论文
BRIEFINGS IN BIOINFORMATICS, 2019, 卷号: 20, 期号: 1, 页码: 89-101
作者:  Sun, Duanchen;  Ren, Xianwen;  Ari, Eszter;  Korcsmaros, Tamas;  Csermely, Peter;  Wu, Ling-Yun
收藏  |  浏览/下载：284/0  |  提交时间：2019/03/05
heterogeneous diseases  cancer biomarker  network-based  cooperative biomarker  gene expression  
Network-Regularized Sparse Logistic Regression Models for Clinical Risk Prediction and Biomarker Discovery 期刊论文
IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS, 2018, 卷号: 15, 期号: 3, 页码: 944-953
作者:  Min, Wenwen;  Liu, Juan;  Zhang, Shihua
收藏  |  浏览/下载：248/0  |  提交时间：2018/07/30
Sparse logistic regression  network-regularized penalty  survival risk prediction  feature selection  
Bayesian Neural Networks for Selection of Drug Sensitive Genes 期刊论文
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 2018, 卷号: 113, 期号: 523, 页码: 955-972
作者:  Liang, Faming;  Li, Qizhai;  Zhou, Lei
收藏  |  浏览/下载：173/0  |  提交时间：2018/11/16
Cancer cell line encyclopedia  Nonlinear variable selection  Omics data  OpenMP  Parallel Markov chain Monte Carlo  
Chemoattraction of macrophages by secretory molecules derived from cells expressing the signal peptide of eosinophil cationic protein 期刊论文
BMC Systems Biology, 2012, 卷号: 6, 期号: 1
作者:  Liu,Yu-Shu;  Tsai,Pei-Wen;  Wang,Yong;  Fan,Tan-chi;  Hsieh,Chia-Hung;  Chang,Margaret Dah-Tsyr;  Pai,Tun-Wen;  Huang,Chien-Fu;  Lan,Chung-Yu;  Chang,Hao-Teng
收藏  |  浏览/下载：149/0  |  提交时间：2018/07/30
Eosinophil cationic protein (ECP)  Signal peptide  Inflammation  Functional linkage network  Cell migration  
Cross-platform method for identifying candidate network biomarkers for prostate cancer 期刊论文
IET SYSTEMS BIOLOGY, 2009, 卷号: 3, 期号: 6, 页码: 505-512
作者:  Jin, G.;  Zhou, X.;  Cui, K.;  Zhang, X. -S.;  Chen, L.;  Wong, S. T. C.
收藏  |  浏览/下载：95/0  |  提交时间：2018/07/30
The knowledge-integrated network biomarkers discovery for Major Adverse Cardiac Events 期刊论文
JOURNAL OF PROTEOME RESEARCH, 2008, 卷号: 7, 期号: 9, 页码: 4013-4021
作者:  Jin, Guangxu;  Zhou, Xiaobo;  Wang, Honghui;  Zhao, Hong;  Cui, Kemi;  Zhang, Xiang-Sun;  Chen, Luonan;  Hazen, Stanley L.;  Li, King;  Wong, Stephen T. C.
收藏  |  浏览/下载：89/0  |  提交时间：2018/07/30
proteomics  mass spectrometry  MACE  network biomarker  cross validation  systems biology