Fig. 1

Noise optimization by machine learning model. Noise optimization and background subtraction for CEP17 signals, showing (a) the original image colored in 3-3-2 RGB; (b) the image after application of the rolling ball algorithm, where the radius pixels used for background subtraction is 15; and (c) after application of the threshold (1490), which was automatically obtained from the linear regression model