690 citations
- University of North Carolina at Chapel HillUS24 papers
- Lawrence Berkeley National LaboratoryUS7 papers
- Johns Hopkins UniversityUS4 papers
- University of Colorado AnschutzUS4 papers
- University of FloridaUS4 papers
- European Bioinformatics InstituteGB3 papers
- European Molecular Biology LaboratoryDE3 papers
- Harvard UniversityUS3 papers
- Indiana UniversityUS3 papers
- Oregon State UniversityUS3 papers
- University of ChicagoUS3 papers
- University of WashingtonUS3 papers
4 papers · 1 filter
Projected -SNE for batch correction
Emanuele Aliverti, Jeff Tilson, Dayne Filer +6
Biomedical research often produces high-dimensional data confounded by batch effects such as systematic experimental variations, different protocols and subject identifiers. Withou…
Visual Analysis of High-Dimensional Event Sequence Data via Dynamic Hierarchical Aggregation
David Gotz, Jonathan Zhang, Wenyuan Wang +2
Temporal event data are collected across a broad range of domains, and a variety of visual analytics techniques have been developed to empower analysts working with this form of da…
Selection Bias Tracking and Detailed Subset Comparison for High-Dimensional Data
David Borland, Wenyuan Wang, Jonathan Zhang +2
The collection of large, complex datasets has become common across a wide variety of domains. Visual analytics tools increasingly play a key role in exploring and answering complex…
Mapping the Human Body at Cellular Resolution -- The NIH Common Fund Human BioMolecular Atlas Program
Michael P Snyder, Shin Lin, Amanda Posgai +22
Transformative technologies are enabling the construction of three dimensional (3D) maps of tissues with unprecedented spatial and molecular resolution. Over the next seven years,…