Table 1 Summary of estimation performance of DNN in the test and JSRT datasets.

From: Deep learning-based age estimation from chest X-rays indicates cardiovascular prognosis

Dataset

Test dataset

JSRT dataset

Estimate

C.I.

Estimate

C.I.

lower 95%

upper 95%

lower 95%

upper 95%

R

0.962

0.955

0.967

0.916

0.893

0.934

MAE

3.67

3.44

3.89

4.95

4.43

5.48

ICC

0.957

0.951

0.962

0.878

0.852

0.900

  1. The age estimation performance of the trained DNN model on the test and JSRT datasets.
  2. R, Pearson’s r between the chronological and estimated age, MAE mean absolute error, ICC intraclass correlation coefficient, DNN deep neural network.
Back to article page