3 papers
stat.ME2025
A Bayesian Multivariate Spatial Point Pattern Model: Application to Oral Microbiome FISH Image Data
Kyu Ha Lee, Brent A. Coull, Suman Majumder +3
Advances in cellular imaging technologies, especially those based on fluorescence in situ hybridization (FISH) now allow detailed visualization of the spatial organization of human…
stat.ME2025
Inference for Log-Gaussian Cox Point Processes using Bayesian Deep Learning: Application to Human Oral Microbiome Image Data
Shuwan Wang, Christopher K. Wikle, Athanasios C. Micheas +3
It is common in nature to see aggregation of objects in space. Exploring the mechanism associated with the locations of such clustered observations can be essential to understandin…
stat.AP2024
Multivariate cluster point process to quantify and explore multi-entity configurations: Application to biofilm image data
Suman Majumder, Brent A. Coull, Jessica L. Mark Welch +4
Clusters of similar or dissimilar objects are encountered in many fields. Frequently used approaches treat the central object of each cluster as latent. Yet, often objects of one o…