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		<title>Ant colony algorithm tunes a leaner DeepLabV3+ to segment brain tumors across three MRI cohorts</title>
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		<pubDate>Tue, 27 Oct 2026 13:14:49 +0000</pubDate>
				<category><![CDATA[Technology]]></category>
		<category><![CDATA[ant colony optimization]]></category>
		<category><![CDATA[brain tumor segmentation]]></category>
		<category><![CDATA[BraTS]]></category>
		<category><![CDATA[Computational efficiency]]></category>
		<category><![CDATA[deep learning]]></category>
		<category><![CDATA[DeepLabV3+]]></category>
		<category><![CDATA[Dice similarity coefficient]]></category>
		<category><![CDATA[feature fusion]]></category>
		<category><![CDATA[hyperparameter optimization]]></category>
		<category><![CDATA[Medical Image Analysis]]></category>
		<category><![CDATA[MRI]]></category>
		<category><![CDATA[residual networks]]></category>
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					<description><![CDATA[A new framework uses ant colony optimization to configure a modified DeepLabV3+ network with a residual feature fusion module, reporting mean Dice scores above 0.96 across three public brain MRI benchmark datasets under five-fold cross-validation.]]></description>
		
		
		
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