Search Results - "Zhang, Tonglin"

SiGra: single-cell spatial elucidation through an image-augmented graph transformer by Tang, Ziyang, Li, Zuotian, Hou, Tieying, Zhang, Tonglin, Yang, Baijian, Su, Jing, Song, Qianqian

“…Recent advances in high-throughput molecular imaging have pushed spatial transcriptomics technologies to subcellular resolution, which surpasses the…”
Get full text

A Dynamic Multi-Scale Convolution Model for Face Recognition Using Event-Related Potentials by Li, Shengkai, Zhang, Tonglin, Yang, Fangmei, Li, Xian, Wang, Ziyang, Zhao, Dongjie

“…With the development of data mining technology, the analysis of event-related potential (ERP) data has evolved from statistical analysis of time-domain…”
Get full text

Limiting distribution of the G statistics by Zhang, Tonglin

“…The G statistic and its local version have been used extensively in spatial data analysis. The paper proves the asymptotic normality of the G statistic…”
Get full text

Family of power divergence spatial scan statistics by Zhang, Tonglin, Lin, Ge

“…The classical spatial scan test, which derived by maximizing the likelihood ratio statistic over a collection of cluster candidates, is widely used in spatial…”
Get full text

Oncogenic function of DACT1 in colon cancer through the regulation of β-catenin by Yuan, Guohong, Wang, Chongkai, Ma, Chaolai, Chen, Ning, Tian, Qinghe, Zhang, Tonglin, Fu, Wei

“…The Wnt/β-catenin signaling pathway plays important roles in the progression of colon cancer. DACT1 has been identified as a modulator of Wnt signaling through…”
Get full text

The complete mitochondrial genomes of Parabotia kiangsiensis (Cypriniformes: Botiidae) by Ma, Qin, Zhang, Tonglin, Chen, Lin, Tang, Qiongying

“…Parabotia kiangsiensis is an endemic species of genus Parabotia in China. In this study, we sequenced the complete mito-genome of P. kiangsiensis. The genome…”
Get full text

A decomposition of Moran's I for clustering detection by Zhang, Tonglin, Lin, Ge

“…The test statistics I h , I c , and I n are derived by decomposing the numerator of the Moran's I test for high-value clustering, low-value clustering, and…”
Get full text

Cluster Detection Based on Spatial Associations and Iterated Residuals in Generalized Linear Mixed Models by Zhang, Tonglin, Lin, Ge

“…Spatial clustering is commonly modeled by a Bayesian method under the framework of generalized linear mixed effect models (GLMMs). Spatial clusters are…”
Get full text

Variables selection using L 0 penalty by Zhang, Tonglin

Get full text

Variables selection using L0 penalty by Zhang, Tonglin

“…The determination of a tuning parameter by the generalized information criterion (GIC) is considered an important issue in variable selection. It is shown that…”
Get full text

Maximum Likelihood Algorithm for Spatial Generalized Linear Mixed Models without Numerical Evaluations of Intractable Integrals by Zhang, Tonglin

“…Spatial generalized linear mixed effects models are popular in spatial or spatiotemporal data analysis when the responses are counts and the random effects are…”
Get full text

A Modification for Bayesian Credible Intervals by Zhang, Tonglin

“…In Bayesian analysis, people usually report the highest posterior density (HPD) credible interval as an interval estimate of an unknown parameter. However,…”
Get full text

Data analysis of 36 cases with intraductal papillary mucinous neoplasm of the pancreas for their clinicopathological features, diagnosis, and treatment by Yuan, Chunhui, Xiu, Dianrong, Tao, Ming, Ma, Zhaolai, Jiang, Bin, Li, Zhifei, Li, Lei, Wang, Liang, Wang, Hangyan, Zhang, Tonglin

“…Background Intraductal papillary mucinous neoplasm （IPMN） is a rare pancreatic cystic neoplasm,accounting for 1％ of all exocrine pancreatic neoplasms.This…”
Get full text

Iteratively reweighted least squares with random effects for maximum likelihood in generalized linear mixed effects models by Zhang, Tonglin

“…This article develops a new method called iteratively reweighted least squares with random effects (IRWLSR) for maximum likelihood in generalized linear mixed…”
Get full text

CP decomposition and weighted clique problem by Zhang, Tonglin

“…The determination of the optimal subdecomposition based on CP decomposition for high-order tensors is not straightforward because the rank-one tensors are not…”
Get full text

Generalized k-means in GLMs with applications to the outbreak of COVID-19 in the United States by Zhang, Tonglin, Lin, Ge

“…Generalized k-means can be combined with any similarity or dissimilarity measure for clustering. Using the well known likelihood ratio or F-statistic as the…”
Get full text

Spatial monitoring to reduce COVID-19 vaccine hesitance by Lin, Ge, Zhang, Tonglin

“…Arthur Getis is a pioneer in spatial statistics. His collaboration with Keith Ord has inspired our long-standing collaboration between a geographer and a…”
Get full text

On Moran’s I coefficient under heterogeneity by Zhang, Tonglin, Lin, Ge

“…Moran’s I is the most popular spatial test statistic, but its inability to incorporate heterogeneous populations has been long recognized. This article…”
Get full text

ON INDEPENDENCE AND SEPARABILITY BETWEEN POINTS AND MARKS OF MARKED POINT PROCESSES by Zhang, Tonglin

“…An important problem in statistical methods for marked point processes (MPPs) is to evaluate the relationship between points and marks, which can be developed…”
Get full text

Is Oddi sphincterotomy an indication for hepatolithiasis? by Ling, Xiaofeng, Xu, Zhi, Wang, Lixin, Hou, Chunsheng, Xiu, Dianrong, Zhang, Tonglin, Zhou, Xiaosi

“…Background The purpose of treatment for hepatolithiasis is reducing recurrent cholangitis. This study was designed to determine the long-term outcome of Oddi…”
Get full text