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	<title>acute myocarditis &#8211; BIOENGINEER.ORG</title>
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		<title>AI Reads Heart Muscle Layers to Tell Myocarditis Apart from Heart Attacks</title>
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		<pubDate>Mon, 12 Oct 2026 02:46:41 +0000</pubDate>
				<category><![CDATA[Health]]></category>
		<category><![CDATA[acute myocarditis]]></category>
		<category><![CDATA[cardiac magnetic resonance]]></category>
		<category><![CDATA[Cardiology]]></category>
		<category><![CDATA[diagnosis]]></category>
		<category><![CDATA[logistic regression]]></category>
		<category><![CDATA[Machine Learning]]></category>
		<category><![CDATA[Medical Imaging]]></category>
		<category><![CDATA[Myocardial Infarction]]></category>
		<category><![CDATA[myocardial strain]]></category>
		<category><![CDATA[nested cross-validation]]></category>
		<category><![CDATA[predictive markers]]></category>
		<category><![CDATA[SHAP]]></category>
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					<description><![CDATA[A new CMR and machine-learning study shows that layer-specific heart muscle strain combined with routine blood tests can distinguish acute myocarditis from heart attacks with strong accuracy using an interpretable five-variable model.]]></description>
		
		
		
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