Predicting Volume Responsiveness Among Sepsis Patients Using Clinical Data and Continuous Physiological Waveforms.
Rishikesan KamaleswaranJiaoying LianDong-Lien LinHimasagar MolakapuriSri Manikanth NunnaParth ShahShiv DuaRema PadmanPublished in: AMIA (2020)
Keyphrases
- clinical data
- patient data
- medical data
- statistical analysis
- physiological data
- clinical information
- knowledge discovery
- cancer patients
- domain experts
- medical knowledge
- patient records
- electronic health records
- mr images
- raw data
- initial stage
- emergency department
- clinical data sets
- clinical databases
- liver disease
- electronic medical record
- intensive care
- machine learning
- data sources
- treatment plan
- patient outcomes
- intensive care unit
- medical records
- medical images
- general purpose
- acute myocardial infarction