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		<title>AI Reads a Single EEG Channel to Stage Sleep, With Confidence Checks Built In</title>
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		<pubDate>Tue, 27 Oct 2026 21:23:34 +0000</pubDate>
				<category><![CDATA[Technology]]></category>
		<category><![CDATA[biomedical signal processing]]></category>
		<category><![CDATA[calibration]]></category>
		<category><![CDATA[confidence-aware referral]]></category>
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		<category><![CDATA[EEG]]></category>
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		<category><![CDATA[sleep staging]]></category>
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		<category><![CDATA[spectral-temporal]]></category>
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					<description><![CDATA[A new spectral-temporal deep learning framework reached 0.8469 accuracy on a fixed Sleep-EDF test partition while flagging low-confidence epochs for human review.]]></description>
		
		
		
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