Impact of data fragmentation across healthcare centers on the accuracy of a high-throughput clinical phenotyping algorithm for specifying subjects with type 2 diabetes mellitus.
Wei-Qi WeiCynthia L. LeibsonJeanine E. RansomAbel N. KhoPedro J. CaraballoHigh Seng ChaiBarbara P. YawnJennifer A. PachecoChristopher G. ChutePublished in: J. Am. Medical Informatics Assoc. (2012)
Keyphrases
- high throughput
- high accuracy
- data sets
- data collection
- data acquisition
- data analysis
- diabetes mellitus
- microarray
- diabetic patients
- high speed
- data mining techniques
- genomic data
- parameter estimation
- proteomic data
- low latency
- genome wide
- systems biology
- high dimensional data
- anomaly detection
- statistical analysis
- data processing
- knowledge discovery
- information systems