Catalina Vallejos
Catalina Vallejos studies biomedical data science. Her group develops statistical methods to account for differences among people, data types and measurement processes. Vallejos is a reader and group leader at Edinburgh. Her group develops statistical methods and open analysis tools for heterogeneous biomedical data. The group studies single-cell RNA sequencing, which measures gene expression separately in individual cells. Its methods address biological variation and differences introduced during data collection. A second stated application is predictive modeling from electronic health records collected through health services. Her group aims to improve understanding of health and disease.
- Now at
- University of Edinburgh
- Works
- 92
- Citations
- 4,027
- h-index
- 19
Publication numbers from OpenAlex, as of 14 October 2026.
Timeline
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As of October 2026
Biomedical data research
Vallejos is a reader and group leader at Edinburgh. Her group develops statistical methods and open analysis tools for heterogeneous biomedical data.
-
As of October 2026
Single-cell measurements
The group studies single-cell RNA sequencing, which measures gene expression separately in individual cells. Its methods address biological variation and differences introduced during data collection.
-
As of October 2026
Prediction from health records
Her group also uses predictive modeling from electronic health records collected through health services. This work aims to improve understanding of health and disease.
Sources and credits
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