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	<title>retinal exposure &#8211; BIOENGINEER.ORG</title>
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		<title>Not All Light Exposure Measures Are Equal: New Framework Aims to Fix Light Epidemiology</title>
		<link>https://bioengineer.org/not-all-light-exposure-measures-are-equal-new-framework-aims-to-fix-light-epidemiology/</link>
		
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		<pubDate>Wed, 14 Oct 2026 15:49:56 +0000</pubDate>
				<category><![CDATA[Health]]></category>
		<category><![CDATA[Causal Inference]]></category>
		<category><![CDATA[Circadian Rhythms]]></category>
		<category><![CDATA[environmental epidemiology]]></category>
		<category><![CDATA[exposure assessment]]></category>
		<category><![CDATA[light exposure]]></category>
		<category><![CDATA[measurement validation]]></category>
		<category><![CDATA[melanopic equivalent daylight illuminance]]></category>
		<category><![CDATA[ocular light exposure]]></category>
		<category><![CDATA[Public Health]]></category>
		<category><![CDATA[retinal exposure]]></category>
		<category><![CDATA[satellite radiance]]></category>
		<category><![CDATA[wearable sensors]]></category>
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					<description><![CDATA[A new BMC Medicine Debate article argues that light epidemiology must adopt a construct-centred framework that explicitly defines what each exposure measure captures, validates proxies against retinal light exposure and embeds pre-specified causal models to move from broad associations to mechanistically useful evidence.]]></description>
		
		
		
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