PM07: KNOWLEDGE BASE TREATMENT MONITOR-KBTM BASED ON MAMDANI FUZZY MODEL, ANN AND CO-EVOLUTIONARY GENETIC ALGORITHM

Functions & goal

KBTM (Figure 1) uses inputs from: (a) gene expression (new clinical microarray data about over-expressions and under-expressions), and (b) therapy parameters.

Methods

Figure 1 shows the model that will use Mamdani type Fuzzy System (FS), Artificial Neural Network (ANN), Co-evolutionary GA (CAGA), and their fusion and ensemble.

Figure 1. KBTM  structure