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	<title>markerless tracking &#8211; BIOENGINEER.ORG</title>
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		<title>Scoping review finds markerless surgical tool tracking in open surgery still at proof-of-concept stage</title>
		<link>https://bioengineer.org/scoping-review-finds-markerless-surgical-tool-tracking-in-open-surgery-still-at-proof-of-concept-stage/</link>
		
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		<pubDate>Tue, 27 Oct 2026 14:06:21 +0000</pubDate>
				<category><![CDATA[Technology]]></category>
		<category><![CDATA[6DoF pose]]></category>
		<category><![CDATA[Computer Vision]]></category>
		<category><![CDATA[deep learning]]></category>
		<category><![CDATA[markerless tracking]]></category>
		<category><![CDATA[open surgery]]></category>
		<category><![CDATA[pose estimation]]></category>
		<category><![CDATA[PRISMA-ScR]]></category>
		<category><![CDATA[scoping review]]></category>
		<category><![CDATA[skill assessment]]></category>
		<category><![CDATA[surgical datasets]]></category>
		<category><![CDATA[surgical navigation]]></category>
		<category><![CDATA[surgical tool tracking]]></category>
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					<description><![CDATA[A scoping review of 14 studies finds that vision-based markerless tool tracking in open surgery remains dominated by simulated data and proof-of-concept systems, with no shared benchmark and only one pipeline incorporating learned temporal modeling.]]></description>
		
		
		
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