ICU-Sepsis: A Benchmark MDP Built from Real Medical Data.
Kartik ChoudharyDhawal GuptaPhilip S. ThomasPublished in: CoRR (2024)
Keyphrases
- medical data
- clinical data
- intensive care unit
- medical images
- medical data mining
- medical data sets
- medical information
- imaging modalities
- real world
- medical records
- patient data
- markov decision processes
- data miners
- patient outcomes
- electronic medical record
- reinforcement learning
- medical diagnosis
- markov decision process
- patient care
- utility function
- initial stage
- databases