Innovative Method to Build Robust Prediction Models When Gold-Standard Outcomes Are Scarce.
Ying ZhuRoshan TouraniAdam ShekaElizabeth C. WickGenevieve B. MeltonGyörgy J. SimonPublished in: AIME (2020)
Keyphrases
- gold standard
- probabilistic model
- significant improvement
- ground truth
- statistical model
- prediction model
- computationally efficient
- high accuracy
- objective function
- pairwise
- semi automatic
- cost function
- parametric models
- prior knowledge
- preprocessing
- parameter estimation
- clustering method
- detection method
- autoregressive
- mutual information
- highly accurate
- multiple linear regression
- segmentation method
- segmentation algorithm
- feature selection
- edge detection
- support vector machine
- dynamic programming
- similarity measure