Domain Expert Collaboration when it went well Anna Vilanova - - PowerPoint PPT Presentation

Anna Vilanova Computer Graphics & Visualization

https://graphics.tudelft.nl

Domain Expert Collaboration

when it went well

Mass Cytometry

• Recent development in cell analysis

(Commercially available since 2014)

• Cells stained with heavy metals
• Analysis with mass spectrometer
• Allows much higher precision than

clinical standard (Flow Cytometry) ~40 features vs ~10 features

3

Visualization Algorithm A-SNE H-SNE Visualization Application Oriented Cytosplore Data Acquisition and Analysis Single Cell Analysis

• N. Pezzotti et al. EuroVis 2016
• N. Pezzotti et al. TVCG 2017
• T. Hollt et al. EuroVis 2016
• T. Hollt et al. InfoVis 2017

V . van Unen et al. Nature Communication 2017 V . van Unen et al. 2017 Others…

Visualization Algorithm A-SNE H-SNE Visualization Application Oriented Cytosplore Data Acquisition and Analysis Single Cell Analysis

When a collaboration with Domain Experts is a success?

We successfully develop a Visualization that aids our domain experts? When we publish a paper at a Vis venue? (We advance the Visualization field) Our collaborators adopt the tool? Our collaborators publish “thanks to” our developments? …