Table 1.
Dataset | Count of Diabetic Thermograms/Cluster Identified in the Paper | Training Dataset Details | |||
---|---|---|---|---|---|
Training (60% of the Data) Thermogram/Fold | Augmented Train Thermogram/Fold | Validation (20% of the Data) Thermogram/Fold | Test (20% of the Data) Image/Fold | ||
Contreras et al. [22] | Class 1 (TCI < 2) | 34 | 1020 | 11 | 11 |
Class 2 (2 < TCI < 3) | 22 | 1100 | 07 | 07 | |
Class 3 (3 < TCI < 4) | 17 | 1020 | 05 | 06 | |
Class 4 (4 < TCI < 5) | 22 | 1100 | 07 | 08 | |
Class 5 (5 < TCI) | 52 | 1044 | 17 | 18 |