16 citations · 29 across the 7 of their papers we have counts for
5 papers · 1 filter
Generalized Bayesian nonparametric clustering framework for high-dimensional spatial omics data
Bencong Zhu, Guanyu Hu, Xiaodan Fan +1
The advent of next-generation sequencing-based spatially resolved transcriptomics (SRT) techniques has transformed genomic research by enabling high-throughput gene expression prof…
Bayesian biclustering for microbial metagenomic sequencing data via multinomial matrix factorization
Fangting Zhou, Kejun He, Qiwei Li +2
High-throughput sequencing technology provides unprecedented opportunities to quantitatively explore human gut microbiome and its relation to diseases. Microbiome data are composit…
RCRnorm: An integrated system of random-coefficient hierarchical regression models for normalizing NanoString nCounter data
Gaoxiang Jia, Xinlei Wang, Qiwei Li +4
Formalin-fixed paraffin-embedded (FFPE) samples have great potential for biomarker discovery, retrospective studies and diagnosis or prognosis of diseases. Their application, howev…
Bayesian Modeling of Microbiome Data for Differential Abundance Analysis
Qiwei Li, Shuang Jiang, Andrew Y. Koh +2
The advances of next-generation sequencing technology have accelerated study of the microbiome and stimulated the high throughput profiling of metagenomes. The large volume of sequ…
A Bayesian Mark Interaction Model for Analysis of Tumor Pathology Images
Qiwei Li, Xinlei Wang, Faming Liang +1
With the advance of imaging technology, digital pathology imaging of tumor tissue slides is becoming a routine clinical procedure for cancer diagnosis. This process produces massiv…