A greedy classifier optimization strategy to assess ion channel blocking activity and pro-arrhythmia in hiPSC-cardiomyocytes.
Fabien RaphelTessa De KorteDamiano LombardiStefan BraamJean-Frédéric GerbeauPublished in: PLoS Comput. Biol. (2020)
Keyphrases
- optimization strategy
- optimization algorithm
- feature selection
- improved algorithm
- training data
- particle swarm
- initial solution
- greedy algorithm
- search algorithm
- training set
- support vector machine
- optimization method
- feature space
- multi objective
- iterative procedure
- evolutionary algorithm
- decision trees
- artificial intelligence
- image sequences
- atrial fibrillation