Yuping Zhang
Associate Professor/Statistics

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Scholarly Contributions

64 Scholarly Contributions

25
Poster/Presentations
25
Journal Articles
9
Technologys
3
Conference Proceedings
2
Book Chapters
Translocation detection from Hi-C data via scan statistics
2023
Zhengqing Ouyang, Joseph Glaz, Disheng Mao, Anthony Cheng, Yuping Zhang
Research Type: Journal Article

A pan-cancer integrative pathway analysis of multi-omics data
2020
Henry Linder, Yuping Zhang
Research Type: Journal Article

An unsupervised learning method for reconstructing cell spatial organization with application to the DREAM Single Cell Transcriptomics Challenge.
2020
Yang Chen, Yuping Zhang, Zhengqing Ouyang
Research Type: Journal Article

Joint estimation of heterogeneous exponential Markov Random Fields through an approximate likelihood inference
2020
Qingyang Liu, Yuping Zhang
Research Type: Journal Article

A new graph-based clustering method withapplication to single-cell RNA-seq data from humanpancreatic islets
2020
Zhengqing Ouyang, Yuping Zhang, Hao Wu, Disheng Mao, Zhiyi Chi, Michael Stitzel
Research Type: Journal Article

Integrative network learning from correlated multi-view data
2020
Yuping Zhang
Research Type: Poster/Presentation

Statistical learning and inference for biological networks
2020
Yuping Zhang
Research Type: Poster/Presentation

Integrative Genomics for Network Analysis, developed in R Shiny
2020
Henry Linder, Yuping Zhang
Research Type: Technology

miRNA-Gene Activity Interaction Networks (miGAIN): Integrated joint models of miRNA-gene targeting and disturbance in signaling pathways, developed in R
2020
Yuping Zhang, Henry Linder
Research Type: Technology

PEAT, Protein Expression through Adaptive Thresholding, developed in R
2020
Yuping Zhang
Research Type: Technology

Iterative integrated imputation for missing data and pathway models with applications to breast cancer subtypes
2019
Henry Linder, Yuping Zhang
Research Type: Journal Article

PRAS: Predicting functional targets of RNA binding proteins based on CLIP-seq peaks
2019
Jianan Lin, Yuping Zhang, Wayne N. Frankel, Zhengqing Ouyang
Research Type: Journal Article

Bayesian variable selection using spike-and-slab priors with application to high dimensional electroencephalography data by local modelling
2019
Dipak Dey, Shariq Mohammed, Yuping Zhang
Research Type: Journal Article

Lagged principal trend analysis for longitudinal high-dimensional data
2019
Yuping Zhang
Research Type: Journal Article

Joint Principal Trend Analysis for Longitudinal High-dimensional Data Integration
2019
Yuping Zhang
Research Type: Poster/Presentation

Unsupervised learning methods for longitudinal genomic data
2019
Yuping Zhang
Research Type: Poster/Presentation

Pathway analysis of breast cancer subtypes integrating DNA methylation, copy number variation, and gene expression
2019
Henry Linder, Yuping Zhang
Research Type: Technology

https://zhang-lab.shinyapps.io/pathway-analysis-missing-data/
DIG: Data Integration through Graphical models
2019
Yuping Zhang
Research Type: Technology

https://sites.google.com/site/statyuping/software/dig
PATH: An interactive web platform for analysis of time-course high-dimensional genomic data
2019
Yang Chen, Yuping Zhang, Zhengqing Ouyang
Research Type: Technology

https://sites.google.com/site/statyuping/software/path
Joint principal trend analysis for longitudinal high-dimensional data
2018
Yuping Zhang, Zhengqing Ouyang
Research Type: Journal Article