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	<title>generative model &#8211; BIOENGINEER.ORG</title>
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		<title>Vision Transformers Team Up With CNNs to Sharpen Blurry Ultrasound Images</title>
		<link>https://bioengineer.org/vision-transformers-team-up-with-cnns-to-sharpen-blurry-ultrasound-images/</link>
		
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		<pubDate>Wed, 14 Oct 2026 10:51:52 +0000</pubDate>
				<category><![CDATA[Technology]]></category>
		<category><![CDATA[Attention Mechanism]]></category>
		<category><![CDATA[CNN]]></category>
		<category><![CDATA[deep learning]]></category>
		<category><![CDATA[generative model]]></category>
		<category><![CDATA[Image Enhancement]]></category>
		<category><![CDATA[Medical Imaging]]></category>
		<category><![CDATA[paired dataset]]></category>
		<category><![CDATA[PSNR]]></category>
		<category><![CDATA[speckle noise]]></category>
		<category><![CDATA[SSIM]]></category>
		<category><![CDATA[ultrasound imaging]]></category>
		<category><![CDATA[vision transformer]]></category>
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					<description><![CDATA[Korean researchers have built a hybrid Vision Transformer and CNN generative model that enhances ultrasound image quality with state-of-the-art fidelity while preserving fine anatomical structures through paired supervised training.]]></description>
		
		
		
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