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. 2022 Sep 9;5:138. doi: 10.1038/s41746-022-00674-x

Table 1.

Performance of CNN, GAN discriminator, and human raters.

Model or human rater Subjects N ON/OFF accuracy R2
Best CNN Study 1 Dev Set 10 100% 0.56
Best CNN Study 2 Test Set 9 78% 0.61
Best GAN Study 1 Dev Set 10 100% 0.61
Best GAN Study 2 Test Set 9 100% 0.55
In-Person Clinician Rater (Ground Truth) Study 1 Dev Set 10 100% N/A
In-Person Clinician Rater (Ground Truth) Study 2 Test Set 9 78% N/A
In-Person Clinician Rater (Ground Truth) Partial Study 1 25 64% N/A
Video Rater 1 Partial Study 1 25 68% 0.45
Video Rater 2 Partial Study 1 25 48% 0.37
Video Rater Average Partial Study 1 25 58% 0.41