Open access
Aug 2026
Spatial immune ecosystems govern therapeutic response in HER2-low breast cancer
Olajumoke Ogunlusi, Soupayan Banerjee, A. Singareeka et al.
· bioRxiv · 0 citations
3 papers indexed here
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Preprint
Sep 2026
Additive Nonparametric Regression with Spatial and Network Objects
This article is motivated by an imaging application from the Adolescent Brain Cognitive Development (ABCD) study, aiming to predict task-based brain activation maps from t-fMRI using cortical metrics from structural MRI (s-MRI) and brain connectivity data from resting-state fMRI (rs-fMRI). Hierarchical Bayesian modelin...
Rajarshi Guhaniyogi, Pritam Dey, Krishnendu Chandra et al.
· 0 citations
Probabilistic Symbolic Regression for Equation Discovery via Operator-induced and Regularized Symbolic Forests
This work introduces a probabilistic symbolic regression framework that represents mathematical expressions as ensembles of symbolic trees, and develops posterior concentration guarantees when symbolic expressions approximate the underlying relationship arbitrarily well, with a near-parametric rate when an exact finite...
Somjit Roy, Pritam Dey, B. Mallick et al.
· 1 citation
· ⚡1