How to Identify Potential Candidates for HIV Pre-Exposure Prophylaxis: An AI Algorithm Reusing Real-World Hospital Data.
Jean-Charles DutheGuillaume BouzilléEmmanuelle SylvestreEmmanuel ChazardCedric ArvieuxMarc CuggiaPublished in: MIE (2021)
Keyphrases
- data sets
- real world
- input data
- preprocessing
- synthetic data
- dynamic programming
- np hard
- data collection
- training data
- computational complexity
- data analysis
- cost function
- k means
- detection algorithm
- noisy data
- data reduction
- synthetic datasets
- learning algorithm
- database
- search space
- data sources
- objective function
- information loss
- prior information
- artificial intelligence
- candidate generation
- large scale data sets
- identify potential
- segmentation algorithm
- simulated annealing
- worst case
- probabilistic model
- data structure
- similarity measure
- particle swarm optimization
- data distribution
- raw data
- original data
- data mining techniques
- heuristic rules
- optimal solution
- genetic algorithm