Bridging the gap between mechanistic biological models and machine learning surrogates.
Ioana M. GhermanZahraa S. AbdallahWei PangThomas E. GorochowskiClaire S. GriersonLucia MarucciPublished in: PLoS Comput. Biol. (2023)
Keyphrases
- machine learning
- machine learning algorithms
- probabilistic model
- learning algorithm
- artificial intelligence
- computer vision
- machine learning models
- parameter estimation
- machine learning approaches
- process model
- biological plausibility
- mathematical modeling
- biological systems
- computational biology
- learning models
- classification models
- computational models
- statistical methods
- transfer learning
- statistical model
- neural network
- complex systems
- model selection
- computer science
- data mining