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