A new collaborative hub for nowcasting SARS-CoV-2 variant frequencies at US state level was built and tested; a simple national pooling baseline performed as well as or better than individual models during October 2024–June 2025.
Dengue serotypes and epidemic dynamics in Brazil: a spatiotemporal perspective
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Gated-CNN applies independent 1D convolutions and sigmoid gating to IMU streams from smartwatches, achieving 90-93% F1 on five datasets and 97% F1 with zero missed falls in real-time Pixel Watch testing, outperforming Transformer baselines.
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Collaborative estimation and evaluation of SARS-CoV-2 variant nowcasting in the United States
A new collaborative hub for nowcasting SARS-CoV-2 variant frequencies at US state level was built and tested; a simple national pooling baseline performed as well as or better than individual models during October 2024–June 2025.
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You Don't Need Attention: Gated Convolutional Modeling for Watch-Based Fall Detection
Gated-CNN applies independent 1D convolutions and sigmoid gating to IMU streams from smartwatches, achieving 90-93% F1 on five datasets and 97% F1 with zero missed falls in real-time Pixel Watch testing, outperforming Transformer baselines.