REAGENT or RESOURCE | SOURCE | IDENTIFIER |
---|---|---|
Software and algorithms | ||
DenseNet | Huang et al. (2017) | https://github.com/liuzhuang13/DenseNet |
Previously established deep learning system (PEDLS) | Li et al., 2021a, Li et al., 2021b, Li et al., 2021c, Li et al., 2021d | https://github.com/jiangjiewei/Keratitis-Source |
New deep learning system (NDLS) | This study | https://github.com/jiangjiewei/CD-system-Source |
Gradient-weighted Class Activation Mapping (Grad-CAM) | Selvaraju et al. (2017) | https://github.com/ramprs/grad-cam/ |
PyTorch | Version 1.6.0 | https://pytorch.org/docs/stable/ |
Matplotlib | Version 3.3.1 | https://matplotlib.org/3.3.1/ |
Scikit-learn | Version 0.23.2 | https://scikit-learn.org/stable/whats_new/v0.23 |
Python | Version 3.7.8 | https://www.python.org/downloads/release/python-378/ |