Drawing on 5,251 text reviews and 23,553 associated images from Dianping between 2022 and 2024, this study develops a multimodal deep learning framework that integrates GPT-4, U-net, multi-layer attention mechanisms, and interpretability analysis modules (SHAP and Grad-CAM) to examine the impact of 8 environmental scenes and 14 environmental elements in historic districts on public emotional experiences
Learn common side effects, dosage, and tips for managing the initial adjustment period
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Taking Mucinex alongside other expectorants can increase the risk of side effects like nausea or dizziness, and may not provide additional benefit
Lin F, Yu B, Ling B, Lv G, Shang H, Zhao X, et al