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インサイト - Biostatistics
Density Estimation via Measure Transport: Applications in Biological Sciences
Measure transport methods offer a unified framework for processing and analyzing data distributed according to various probability measures, with applications in biological sciences.
Kernel-Based Testing for Single-Cell Differential Analysis: Uncovering Population Variations
Kernel-based testing reveals hidden patterns in single-cell data, enabling a deeper understanding of cell population heterogeneities.
Principled and Interpretable Alignability Testing for Single-Cell Data Integration
The authors present a spectral manifold alignment and inference (SMAI) framework that enables principled and interpretable alignability testing and structure-preserving integration of single-cell data.
