In silico simulation to quantify liver cancer risk with smoking

W Muhammad, GR Hart, B Nartowt… - International Journal of …, 2019 - redjournal.org
Results The areas under the curve of the conventional receiver operating characteristic plots
for our neural network are 0.83 and 0.85 for the training and testing datasets, respectively. A
considerable reduction (maximum reduction is 77.7%) in the risk values of the selected 17
people were observed by changing their status from current smoker to former smokers.
Amongst these people, 35%(6 people) were shifted from high risk group to medium risk
group. Conclusion Normally, NN is used either for prediction or diagnosis. However, this …
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