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Performance of the Deep Learning Models on the Full Test Set
| NS | CLO | PSC | CLO-Center | PSC-Center | |
|---|---|---|---|---|---|
| MSE: mean (SD) | 0.23 (0.01) | 13.1 (1.6) | 16.6 (2.4) | 53.7 (4.9) | 51.9 (6.5) |
For each variable, 10 deep learning models were trained and tested separately.
CLO = cortical lens opacity; MSE = mean squared error; NS = nuclear sclerotic cataract; PSC = posterior subcapsular cataract; SD = standard deviation.
