MIMIC-III
Emerging6papers using it
2024first seen
MIMIC-III is a publicly available critical care database that contains de-identified health data associated with over 40,000 hospital admissions, used to evaluate treatment decisions and outcomes in intensive care settings.
Papers using MIMIC-III (6)
- Methodology for Interpretable Reinforcement Learning for Optimizing
Mechanical VentilationAttention-Based Offline Reinforcement Learning and Clustering for Interpretable Sepsis TreatmentExploring a Graph-based Approach to Offline Reinforcement Learning for Sepsis TreatmentMORE-CLEAR: Multimodal Offline Reinforcement learning for Clinical notes Leveraged Enhanced State RepresentationPOLAR: A Pessimistic Model-based Policy Learning Algorithm for Dynamic Treatment RegimesEmpowering Clinicians with Medical Decision Transformers: A Framework
for Sepsis Treatment