An HPC-Driven Data Science Platform to Speed-up Time Series Data Analysis of Patients with the Acute Respiratory Distress Syndrome.
Chadi BarakatS. FritschMorris RiedelSigurður BrynjólfssonPublished in: MIPRO (2021)
Keyphrases
- data science
- big data
- data analysis
- chronic hepatitis
- obstructive sleep apnea
- machine learning
- intensive care units
- apnea hypopnea
- sleep apnea
- statistical learning
- sleep stage
- high performance computing
- cluster analysis
- data processing
- data mining
- clinical data
- ischemic stroke
- patient data
- acute myeloid
- traditional chinese medicine
- computing infrastructure
- cloud computing
- business intelligence
- knowledge discovery
- intensive care
- data sets
- learning algorithm
- high dimensional data
- monitoring system
- data warehousing
- physiological parameters
- information processing
- emergency department
- social networks
- databases
- life sciences