Use Deep Learning Methods to analyze gene based microarray data to make classifcations on diseases, especially cancers, where the model is going to identify cancer stages for different cancers.
Methodologies:
- Multilayer Perceptron in architecture
- Bayesian Statistics in uncertainty
- Self-Organizing Mapping in dimensionality reduction
Concept graphs:
- Bayesian Neural Networks:
- Self-Organizing Maps:
- Bayesian Self-Organizing Map Neural Networks: