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	<title>adolescent BPD &#8211; BIOENGINEER.ORG</title>
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		<title>Task-evoked brain signals dominate machine learning classification of adolescent borderline personality disorder</title>
		<link>https://bioengineer.org/task-evoked-brain-signals-dominate-machine-learning-classification-of-adolescent-borderline-personality-disorder/</link>
		
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		<pubDate>Sat, 17 Oct 2026 14:51:57 +0000</pubDate>
				<category><![CDATA[Health]]></category>
		<category><![CDATA[adolescent]]></category>
		<category><![CDATA[adolescent BPD]]></category>
		<category><![CDATA[affective]]></category>
		<category><![CDATA[borderline]]></category>
		<category><![CDATA[emotional Go/No-Go]]></category>
		<category><![CDATA[Hierarchical]]></category>
		<category><![CDATA[imbalance]]></category>
		<category><![CDATA[Machine Learning]]></category>
		<category><![CDATA[neuroimaging biomarkers]]></category>
		<category><![CDATA[predictive]]></category>
		<category><![CDATA[predictive processing]]></category>
		<category><![CDATA[task-fMRI]]></category>
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					<description><![CDATA[A leakage-controlled multimodal machine learning study of 251 adolescents shows task-evoked fMRI features during emotional response inhibition provide the strongest discriminative signal for borderline personality disorder, consistent with hierarchical predictive-processing accounts.]]></description>
		
		
		
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