Big Data Analytics Core
Mining electronic health records data, text mining and automated knowledge extraction and statistical approaches to real world evidence.
What they do
- Services
- Mining electronic health records data
- Text mining and automated knowledge extraction
- Statistical approaches to real world evidence
- Design and analysis of modern clinical trials
- Efficient Identification of Predictive Markers
- Risk Prediction under Efficient Two-phase Study Designs
- Machine Learning Approaches to Risk Prediction
- Quantifying Prediction Performance
- Surrogate Endpoint
- Efficient Estimation of Treatment Effects
- Individualized Treatment Effect Estimation
- Large Scale Hypothesis Testing
- Matrix Completion
- Statistical Inference with High Dimensional Data
- CHANL
- EXTEND
- NILE
- MASTA
- SAMGEP
- Scornet
- KESER
- sureLDA
- MAP
- PheNorm
- PheCAP
- SRAT
- Dcalasso
- Solid
- StructureMC
- survNRI
- survMarkerTwoPhase
- survCompetingRisk
- survAccuracyMeasures
- PanelCurrentStatus
- SurrogateTest
- SurrogateOutcome
- OptimalSurrogate
- CHANL chart review
- EXTEND numerical extraction
- NILE natural language processing