Developing an algorithm to identify people with Chronic Obstructive Pulmonary Disease (COPD) using administrative data.
Margrethe SmidthIneta SokolowskiLone KærsvangPeter VedstedPublished in: BMC Medical Informatics Decis. Mak. (2012)
Keyphrases
- input data
- noisy data
- data sets
- prior information
- dynamic programming
- preprocessing
- data analysis
- chronic obstructive pulmonary disease
- computational cost
- dimensional data
- image data
- cost function
- objective function
- single scan
- knowledge discovery
- original data
- data structure
- optimization algorithm
- database
- data reduction
- synthetic data
- detection algorithm
- probabilistic model
- training data
- segmentation algorithm
- data collection
- high dimensional data
- computer vision
- matching algorithm
- worst case
- learning algorithm
- genetic algorithm
- convergence rate
- synthetic datasets
- data sources
- optimal solution