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Table 1 Schematic representation of the overall analysis flow

From: Predicting multi-class responses to preoperative chemoradiotherapy in rectal cancer patients

1. Collecting 77 rectal cancer samples with clinical features

2. Gene expression profiling with Affymetrix ST1.0 array

3. Feature selection by pval, norm and rank

4. Designing most accurate prediction models for MI or TO

5. Testing the prediction models for MI or TO

6. Multi-class prediction model

7. Internal validation of prediction model

8. External validation of the prediction model