Table 3.
The biological processes of the top five most frequently selected image features.
| Image feature | Mean coefficient | Count of selection/sample size | Enriched biological process for correlated genes |
|---|---|---|---|
| bMean_bin6 | 0.209 | 310/310 | N/A |
| distMin_bin5 | 0.250 | 310/310 | Cell cycle (GO:0007049)Cell cycle process (GO:0022402)Organelle fission (GO:0048285) |
| ratio_skewness | 0.311 | 310/310 | Muscle contraction (GO:0006936)Muscle system process (GO:0003012)Regulation of muscle contraction (GO:0006937) |
| major_bin10 | -0.124 | 283/310 | Muscle contraction (GO:0006936)Muscle system process (GO:0003012)Regulation of muscle contraction (GO:0006937) |
| distMean_bin3 | 0.050 | 268/310 | N/A |
Note for each round of LOOCV, features were selected independently, so some features may not be selected every time (for example, major_bin10 and distMean_bin3).