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. 2024 Jul 3;3(5):e136. doi: 10.1002/cai2.136

Table 8.

List of studies that used Grad‐class activation map++.

Authors Year Objective Data set(s) Data type Machine learning (ML)/Deep learning (DL) Explained model
To et al. [110] 2023 Improving classification performance and effectively identifying cancerous regions in DUV whole‐slide images (WSI) Medical College of Wisconsin (MCW) tissue bank [111] (60 samples, 24 normal/benign and 36 malignant) DUV‐WSI image ML/DL ResNet50, XGBoost