Using Data Analytics to Predict Hospital Mortality in Sepsis Patients.
Yazan AlnsourRassule HadidiNeetu SinghPublished in: Int. J. Heal. Inf. Syst. Informatics (2019)
Keyphrases
- intensive care unit
- data analytics
- intensive care
- patient outcomes
- prognostic models
- initial stage
- high risk
- emergency department
- medical data
- vital signs
- medical doctors
- big data
- clinical data
- patient groups
- decision support system
- health care
- open source
- patient records
- early diagnosis
- patient data
- internet search
- medical practice
- risk factors
- business intelligence
- cloud computing
- information systems
- hospital information systems
- information retrieval
- blood pressure
- prostate cancer
- data analysis
- patient care
- unstructured data
- clinical trials
- data mining
- traditional chinese medicine
- map reduce
- data mining techniques
- data sources