GitHub

web_results_generation.py

"""Create interactive Plotly plots for web display. Mapping of dataset name to low-dimensional UMAP embedding or dict with 'reference'/'cuml' keys. all_metrics : dict Mapping of dataset name to ...
eLife

TopoMetry systematically learns and evaluates the latent geometry of single-cell data

A framework for analyzing single-cell genomics data, in which geometrical properties are harnessed to obtain insights on cellular diversity, including precise clustering, clear visualizations, and ...
GitHub

parameters.rst

UMAP is a fairly flexible non-linear dimension reduction algorithm. It seeks to learn the manifold structure of your data and find a low dimensional embedding that preserves the essential topological ...
The Lancet

Developing and testing AI-based voice biomarker models to detect cognitive impairment among community dwelling adults: a cross-sectional study in Japan

cResearch Institute of Nursing Care for People and Community, University of Hyogo, 13-71, Kitaoji-cho, Akashi, Hyogo, 673-8588, Japan dDepartment of Biostatistics, National Cerebral and Cardiovascular ...