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Ling-Lin Shen

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Open access Sep 2026

Fusing meteorological factors and baidu search index with an adapted deformtime model to predict influenza-like illness in Beijing

A multimodal deep-learning architecture with epidemic-aware design substantially improves weekly ILI% forecasting in Beijing, particularly at 1–3 week horizons, with meteorological variables gaining prominence at longer lead times.

Ling-Lin Shen, Ya-Jun Xiong, Zhao-Bin Sun · Frontiers in Public Health · 0 citations