Methods and algorithms for extracting high-content signatures from cells, tissues, and model organisms.
Jens RittscherDirk R. PadfieldA. SantamariaJ. TuAli CanMusodiq O. BelloDashan GaoAnup SoodMichael J. GerdesFiona GintyPublished in: ISBI (2011)
Keyphrases
- significant improvement
- benchmark datasets
- theoretical analysis
- mathematical models
- learning models
- qualitative and quantitative
- linear models
- statistical model
- statistical models
- probabilistic model
- computational cost
- numerical methods
- computationally expensive
- learning algorithm
- computer vision algorithms
- evolutionary algorithm
- mathematical model
- hybrid method
- linear regression
- learned models
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- machine learning methods
- computational model
- data mining techniques
- probability distribution
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- social networks