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		<title>Simple Beats Complex: Rethinking Lung Function Reference Equations for Jordanian Children</title>
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		<pubDate>Fri, 09 Oct 2026 10:07:36 +0000</pubDate>
				<category><![CDATA[Health]]></category>
		<category><![CDATA[Technology]]></category>
		<category><![CDATA[external validation]]></category>
		<category><![CDATA[FEV1]]></category>
		<category><![CDATA[FVC]]></category>
		<category><![CDATA[GAMLSS]]></category>
		<category><![CDATA[GLI 2012]]></category>
		<category><![CDATA[gradient boosting]]></category>
		<category><![CDATA[Jordan]]></category>
		<category><![CDATA[Machine Learning]]></category>
		<category><![CDATA[pediatric lung function]]></category>
		<category><![CDATA[predictive modeling]]></category>
		<category><![CDATA[reference equations]]></category>
		<category><![CDATA[spirometry]]></category>
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					<description><![CDATA[A two-phase study of over 2,500 Jordanian children finds that carefully calibrated simple regression models rival or beat machine-learning approaches for pediatric spirometry reference equations, with all tested equations miscalibrating lung volumes in boys under 10.]]></description>
		
		
		
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