Early Prediction of Sepsis from Clinical Data: the PhysioNet/Computing in Cardiology Challenge 2019.
Matthew A. ReynaChristopher JosefSalman SeyediRussell JeterSupreeth P. ShashikumarM. Brandon WestoverAshish SharmaShamim NematiGari D. CliffordPublished in: CinC (2019)
Keyphrases
- learning algorithm
- clinical data
- medical data
- statistical analysis
- patient data
- electronic health records
- raw data
- knowledge discovery
- domain experts
- medical knowledge
- clinical information
- clinical data sets
- real patient data
- patient records
- cancer patients
- mr images
- data sources
- clinical databases
- data analysis
- clinical decision making
- temporal abstractions
- real world
- medical images
- relational databases