3 papers
stat.AP2026
Multi-resolution Spatial Graphical Regression Models for Hierarchical Spatial Transcriptomics Data
Liying Chen, Satwik Acharyya, Allison M. May +3
Advances in spatial transcriptomics (ST) technologies enable systematic molecular characterization of tumor microenvironment, tumor gradients and gene regulatory networks. Cancer p…
stat.AP2024
Statistical Analysis of Quantitative Cancer Imaging Data
Shariq Mohammed, Maria Masotti, Nathaniel Osher +2
Recent advances in types and extent of medical imaging technologies has led to proliferation of multimodal quantitative imaging data in cancer. Quantitative medical imaging data re…
stat.AP2018
Bayesian Hierarchical Modeling on Covariance Valued Data
Satwik Acharyya, Zhengwu Zhang, Anirban Bhattacharya +1
Analysis of structural and functional connectivity (FC) of human brains is of pivotal importance for diagnosis of cognitive ability. The Human Connectome Project (HCP) provides an…