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Bridging the gap between mechanistic biological models and machine learning surrogates.
Ioana M. Gherman
Zahraa S. Abdallah
Wei Pang
Thomas E. Gorochowski
Claire S. Grierson
Lucia Marucci
Published in:
PLoS Comput. Biol. (2023)
Keyphrases
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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