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Interaction-based transcriptome analysis via differential network inference 期刊论文
BRIEFINGS IN BIOINFORMATICS, 2022, 页码: 11
作者:  Leng, Jiacheng;  Wu, Ling-Yun
收藏  |  浏览/下载：45/0  |  提交时间：2023/02/07
differential network inference  differential expression analysis  interaction-based transcriptome analysis  
Frequentist model averaging for undirected Gaussian graphical models 期刊论文
BIOMETRICS, 2022, 页码: 13
作者:  Liu, Huihang;  Zhang, Xinyu
收藏  |  浏览/下载：60/0  |  提交时间：2023/02/07
graphical model  KL divergence  model averaging  model uncertainty  precision matrix  
Dynamic semiparametric transformation models for recurrent event data with a terminal event 期刊论文
STATISTICS IN MEDICINE, 2022, 页码: 16
作者:  Jin, Jin;  Song, Xinyuan;  Sun, Liuquan
收藏  |  浏览/下载：65/0  |  提交时间：2023/02/07
dynamic regression  marginal modeling  recurrent events  terminal event  time-varying coefficients  transformation models  
Comparative Proteome and Cis-Regulatory Element Analysis Reveals Specific Molecular Pathways Conserved in Dog and Human Brains 期刊论文
MOLECULAR & CELLULAR PROTEOMICS, 2022, 卷号: 21, 期号: 8, 页码: 16
作者:  Hong, Huilin;  Zhao, Zhiguang;  Huang, Xiahe;  Guo, Chao;  Zhao, Hui;  Wang, Guo-Dong;  Zhang, Ya-Ping;  Zhao, Jian-Ping;  Shi, Jianhui;  Wu, Qing-Feng;  Jiang, Yong-Hui;  Wang, Yingchun;  Li, Lei M.;  Du, Zhuo;  Zhang, Yong Q.;  Xiong, Ying
收藏  |  浏览/下载：86/0  |  提交时间：2023/02/07
Prediction of the transcription factor binding sites with meta-learning 期刊论文
METHODS, 2022, 卷号: 203, 页码: 207-213
作者:  Jing, Fang;  Zhang, Shao-Wu;  Zhang, Shihua
收藏  |  浏览/下载：162/0  |  提交时间：2023/02/07
Convolution neural network  Transcription factor binding sites  Meta learning  Noisy labels data  
Augmented weighting estimators for the additive rates model under multivariate recurrent event data with missing event type 期刊论文
STATISTICS IN MEDICINE, 2022, 页码: 14
作者:  Ma, Huijuan;  Pang, Weicai;  Sun, Liuquan;  Xu, Wei
收藏  |  浏览/下载：75/0  |  提交时间：2023/02/07
additive rates model  missing at random  multivariate recurrent event data  Nadaraya-Watson kernel estimator  weighted estimating equation  
Deciphering the Spatial Modular Patterns of Tissues by Integrating Spatial and Single-Cell Transcriptomic Data 期刊论文
JOURNAL OF COMPUTATIONAL BIOLOGY, 2022, 页码: 14
作者:  Shan, Xu;  Chen, Jinyu;  Dong, Kangning;  Zhou, Wei;  Zhang, Shihua
收藏  |  浏览/下载：74/0  |  提交时间：2023/02/07
data integration  single-cell transcriptomics  spatial modular patterns  spatial transcriptomics  
Biomarker interaction selection and disease detection based on multivariate gain ratio 期刊论文
BMC BIOINFORMATICS, 2022, 卷号: 23, 期号: 1, 页码: 16
作者:  Chu, Xiao;  Jiang, Mao;  Liu, Zhuo-Jun
收藏  |  浏览/下载：51/0  |  提交时间：2023/02/07
Multivariate gain ratio  Biomarker interaction  Disease detection  
A New Context Tree Inference Algorithm for Variable Length Markov Chain Model with Applications to Biological Sequence Analyses 期刊论文
JOURNAL OF COMPUTATIONAL BIOLOGY, 2022, 页码: 18
作者:  An, Shaokun;  Ren, Jie;  Sun, Fengzhu;  Wan, Lin
收藏  |  浏览/下载：111/0  |  提交时间：2022/06/21
biological sequence analyses  consistent context algorithm  variable length Markov chains  word count statistics  
Gene-level association analysis of ordinal traits with functional ordinal logistic regressions 期刊论文
GENETIC EPIDEMIOLOGY, 2022, 页码: 22
作者:  Chiu, Chi-Yang;  Wang, Shuqi;  Zhang, Bingsong;  Luo, Yutong;  Simpson, Claire;  Zhang, Wei;  Wilson, Alexander F.;  Bailey-Wilson, Joan E.;  Agron, Elvira;  Chew, Emily Y.;  Zhang, Jun;  Xiong, Momiao;  Fan, Ruzong
收藏  |  浏览/下载：113/0  |  提交时间：2022/06/21
association mapping  complex disease  functional data analysis  ordinal traits  rare variants  sequence data