How to validate Machine Learning Models Prior to Deployment: Silent trial protocol for evaluation of real-time models at ICU. - Sana Tonekaboni; Gabriela Morgenshtern; Azadeh Assadi; Aslesha Pokhrel; Xi Huang; Anand Jayarajan; Robert Greer; Gennady Pekhimenko; Melissa D. McCradden; Mjaye Mazwi; Anna Goldenberg (CHIL, 2022)

Considerations for Visualizing Uncertainty in Clinical Machine Learning Models. - Caitlin F. Harrigan; Gabriela Morgenshtern; Anna Goldenberg; Fanny Chevalier (CoRR, 2022)

RiskFix: Supporting Expert Validation of Predictive Timeseries Models in High-Intensity Settings. - Gabriela Morgenshtern; Arnav Verma; Sana Tonekaboni; Robert Greer; Jürgen Bernard; Mjaye Mazwi; Anna Goldenberg; Fanny Chevalier (EuroVis (Short Papers), 2023)

MS Pattern Explorer: interactive visual exploration of temporal activity patterns for multiple sclerosis. - Gabriela Morgenshtern; Yves Rutishauser; Christina Haag; Viktor von Wyl; Jürgen Bernard (J. Am. Medical Informatics Assoc., 2024)

Incident Cards: A Tool for Documenting and Reviewing Experiences with Chronic Conditions. - Clara-Maria Barth; Anton Fedosov; Jürgen Bernard; Gabriela Morgenshtern; Elaine M. Huang (CHI Extended Abstracts, 2025)

DaedalusData: Exploration, Knowledge Externalization and Labeling of Particles in Medical Manufacturing - A Design Study. - Alexander Wyss; Gabriela Morgenshtern; Amanda Hirsch-Hüsler; Jürgen Bernard (IEEE Trans. Vis. Comput. Graph., 2025)