Figure 5

The proposed EfficientNetV2L-LGBM model for vocal fold disease classification presents a comprehensive architecture that showcases the integration of EfficientNetV2L’s convolutional backbone with LightGBM. This innovative fusion leads to improved performance in accurately categorizing vocal fold disorders.