Emergency and critical care physician-scientist based in Japan.
I am interested in advancing precision trauma care by integrating trauma phenotyping, prognostic modeling, treatment-effect heterogeneity analysis, causal inference, and trauma proteomics.
My current research focuses on translating data-driven trauma phenotypes into clinically interpretable tools for risk visualization, treatment-effect evaluation, and collaborative trauma research.
A web-based trauma phenotype visualization platform for precision trauma care.
Trauma-Vis enables real-time visualization of trauma phenotypes and integrates conventional trauma prognostic models including ISS, RTS, TRISS, rSIG, and phenotype-augmented prognostic modeling.
- Live app: Trauma-Vis Shiny App
- Repository: jotarotachino/Trauma-Vis
- Citation metadata:
CITATION.cff
- Trauma phenotyping
- Precision trauma care
- Treatment-effect heterogeneity
- Causal inference
- Prognostic modeling
- Trauma proteomics
- Emergency and critical care medicine