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		<title>AI Learns to Say I Don&#8217;t Know: Risk-Calibrated Transformer Brings Safer Alzheimer&#8217;s Staging</title>
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				<category><![CDATA[Technology]]></category>
		<category><![CDATA[ADNI]]></category>
		<category><![CDATA[Alzheimer's disease]]></category>
		<category><![CDATA[clinical biomarkers]]></category>
		<category><![CDATA[Clinical decision support]]></category>
		<category><![CDATA[Explainable AI]]></category>
		<category><![CDATA[Integrated Gradients]]></category>
		<category><![CDATA[LightGBM]]></category>
		<category><![CDATA[Machine Learning]]></category>
		<category><![CDATA[probability calibration]]></category>
		<category><![CDATA[selective prediction]]></category>
		<category><![CDATA[SHAP]]></category>
		<category><![CDATA[tabular Transformer]]></category>
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					<description><![CDATA[A new risk-calibrated tabular Transformer achieves state-of-the-art Alzheimer's disease staging while calibrating its confidence and abstaining on uncertain cases.]]></description>
		
		
		
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