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. 2020 Jul 28;10:12555. doi: 10.1038/s41598-020-69345-9

Table 5.

Global sensitivity analysis of the ANN model in predicting pathological complete response.

Rank 1st Rank 2nd Rank 3rd Rank 4th Rank 5th
Variables Post-CRT CEA RT-surgery interval Chemotherapy regimen Clinical N stage Clinical T stage
VSR 1.57 1.50 1.45 1.37 1.32

ANN artificial neural network, CEA carcinoembryonic antigen, CRT chemoradiotherapy, RT radiation therapy, VSR variable sensitivity ratio.