MIRA
Summary
MIRA is Microsoft’s medical time-series foundation model for irregular clinical forecasting. It combines Continuous-Time RoPE, frequency-specific MoE routing, and Neural ODE latent extrapolation.
Official Artifacts
- Paper: https://arxiv.org/abs/2506.07584
- Code: https://github.com/microsoft/MIRA
- Microsoft Research page: https://www.microsoft.com/en-us/research/publication/mira-medical-time-series-foundation-model-for-real-world-health-data/
Role In The Wiki
MIRA anchors the healthcare-specific irregular-time-series foundation-model branch. It is important evidence for continuous-time encoding and medical pretraining, but it is not an action-conditioned treatment-response model.
Relation To Foundation TSFM Agenda
Use the source-level mapping in MIRA. At the entity level, MIRA is relevant to irregular time, heterogeneous clinical observations, sparse expert routing, and medical-domain pretraining.