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. 2022 Feb 24;22(5):1793. doi: 10.3390/s22051793

Table 1.

Details of the dataset used for training (with and without augmentation), validation, and testing.

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