Development and testing of prediction models for end stage kidney disease patient nonadherence to renal replacement treatment regimens utilizing big data and healthcare informatics.
Yue JiaoDan GearySheetal ChaudhuriMahathi MothaliTerry KetchersidDugan MadduxJohn LarkinScott AshLen UsvyatFranklin W. MadduxPeter KotankoPublished in: BIBM (2015)
Keyphrases
- big data
- big data analytics
- predictive modeling
- medical practitioners
- health informatics
- cloud computing
- chronic disease
- business intelligence
- data processing
- electronic medical record
- medical treatment
- medical data
- software engineering
- case study
- clinical studies
- health care
- social media
- information processing
- knowledge discovery
- data management
- medical practice
- physiological processes
- cancer patients
- medical care
- disease progression
- information systems
- cardiovascular disease
- unstructured data
- medical records
- data analysis
- data analytics
- clinical trials
- business analytics
- predictive model
- clinical data
- data warehousing
- data model
- medical doctors
- information technology
- databases