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	<title>time series foundation models &#8211; BIOENGINEER.ORG</title>
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		<title>AI Foundation Models Show Promise for Forecasting Infectious Disease Outbreaks Across Countries</title>
		<link>https://bioengineer.org/ai-foundation-models-show-promise-for-forecasting-infectious-disease-outbreaks-across-countries/</link>
		
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		<pubDate>Wed, 14 Oct 2026 02:07:41 +0000</pubDate>
				<category><![CDATA[Health]]></category>
		<category><![CDATA[benchmarking]]></category>
		<category><![CDATA[BMC Public Health]]></category>
		<category><![CDATA[deep learning]]></category>
		<category><![CDATA[Epidemiology]]></category>
		<category><![CDATA[infectious disease surveillance]]></category>
		<category><![CDATA[Machine Learning]]></category>
		<category><![CDATA[outbreak forecasting]]></category>
		<category><![CDATA[predictive modeling]]></category>
		<category><![CDATA[Public Health]]></category>
		<category><![CDATA[time series analysis]]></category>
		<category><![CDATA[time series foundation models]]></category>
		<category><![CDATA[zero-shot learning]]></category>
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					<description><![CDATA[A large retrospective benchmark across six countries and more than 70 infectious diseases finds that zero-shot time series foundation models rival task-specific neural networks for outbreak forecasting.]]></description>
		
		
		
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