We derive limit distributions for various empirical regularized optimal transport quantities
between probability distributions supported on a finite metric space and show their bootstrap …

Super-resolution fluorescence microscopy is a widely used technique in cell biology.
Stimulated emission depletion (STED) microscopy enables the recording of multiple-color …

We establish weak limits for the empirical entropy regularized optimal transport cost, the
expectation of the empirical plan and the conditional expectation. Our results require only …

With recent advances in multi-color super-resolution light microscopy, it is possible to
simultaneously visualize multiple subunits within biological structures at nanometer …

Many scientific software platforms provide plugin mechanisms that simplify the integration,
deployment, and execution of externally developed functionality. One of the most widely …

Motivation Differential abundance analysis is an essential and commonly used tool to
characterize the difference between microbial communities. However, identifying …

Biomedicine is a highly interdisciplinary research area at the interface of sciences, anatomy,
physiology, and medicine. In the last decade, biomedical studies have been greatly …

Cellular and subcellular spatial colocalization of structures and molecules in biological
specimens is an important indicator of their co-compartmentalization and interaction …

Analyzing protein dynamics in multi-channel fluorescence microscopy data is important to
understand biological processes. We present a novel deep learning approach for combined …

We introduce a novel paradigm for statistical analysis of spatial signals, applied to
colocalization studies in bioimaging. Quantitative assessment of the spatial colocalization of …