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		<title>CT-based digital twin score predicts one-year asthma exacerbation risk in retrospective study</title>
		<link>https://bioengineer.org/ct-based-digital-twin-score-predicts-one-year-asthma-exacerbation-risk-in-retrospective-study/</link>
		
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		<pubDate>Mon, 26 Oct 2026 20:42:44 +0000</pubDate>
				<category><![CDATA[Health]]></category>
		<category><![CDATA[asthma]]></category>
		<category><![CDATA[CT digital twin]]></category>
		<category><![CDATA[exacerbation prediction]]></category>
		<category><![CDATA[health informatics]]></category>
		<category><![CDATA[IgE]]></category>
		<category><![CDATA[LASSO logistic regression]]></category>
		<category><![CDATA[multimodal]]></category>
		<category><![CDATA[nomogram]]></category>
		<category><![CDATA[pulmonary function]]></category>
		<category><![CDATA[quantitative CT]]></category>
		<category><![CDATA[Retrospective Cohort]]></category>
		<category><![CDATA[Risk Prediction Model]]></category>
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					<description><![CDATA[A retrospective single-center study of 505 adults with asthma developed a ten-variable multimodal score combining clinical, laboratory, lung-function and quantitative CT features that showed conditional internal performance for predicting documented one-year exacerbation risk, with a modest and comparator-dependent CT contribution requiring external validation.]]></description>
		
		
		
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