<?xml version="1.0" encoding="UTF-8"?>
<rss version="2.0"
	xmlns:content="http://purl.org/rss/1.0/modules/content/"
	xmlns:wfw="http://wellformedweb.org/CommentAPI/"
	xmlns:dc="http://purl.org/dc/elements/1.1/"
	xmlns:atom="http://www.w3.org/2005/Atom"
	xmlns:sy="http://purl.org/rss/1.0/modules/syndication/"
	xmlns:slash="http://purl.org/rss/1.0/modules/slash/"
	>

<channel>
	<title>PMean &#187; i2b2</title>
	<atom:link href="http://blog.pmean.com/tag/i2b2/feed/" rel="self" type="application/rss+xml" />
	<link>http://blog.pmean.com</link>
	<description>A blog about statistics, evidence-based medicine, and research ethics</description>
	<lastBuildDate>Sat, 22 Jun 2024 17:10:26 +0000</lastBuildDate>
	<language>en-US</language>
		<sy:updatePeriod>hourly</sy:updatePeriod>
		<sy:updateFrequency>1</sy:updateFrequency>
	<generator>https://wordpress.org/?v=3.7.41</generator>
	<item>
		<title>Recommended: i2b2 Design Document. Ontology Management (ONT) Cell</title>
		<link>http://blog.pmean.com/i2b2-ontology/</link>
		<comments>http://blog.pmean.com/i2b2-ontology/#comments</comments>
		<pubDate>Mon, 30 Jan 2017 19:11:36 +0000</pubDate>
		<dc:creator><![CDATA[pmean]]></dc:creator>
				<category><![CDATA[Recommended]]></category>
		<category><![CDATA[i2b2]]></category>

		<guid isPermaLink="false">http://blog.pmean.com/?p=1020</guid>
		<description><![CDATA[This page is moving to a new website. I&#8217;m digging into some of the complexities of i2b2, especially in the concept path that shows how a particular piece of information in the electronic health record fits into the hierarchy. A colleague pointed me to this nice online document that explains some of this hierarchy. Janice [&#8230;]]]></description>
				<content:encoded><![CDATA[<p>This page is moving to a <a href="http://new.pmean.com/i2b2-ontology/">new website</a>.</p>
<p>I&#8217;m digging into some of the complexities of i2b2, especially in the concept path that shows how a particular piece of information in the electronic health record fits into the hierarchy. A colleague pointed me to this nice online document that explains some of this hierarchy.<span id="more-1020"></span></p>
<p>Janice Donahoe, i2b2 Design Document: Ontology Management (ONT) Cell. Available at <a href="https://www.i2b2.org/software/files/PDF/current/Ontology_Design.pdf">https://www.i2b2.org/software/files/PDF/current/Ontology_Design.pdf</a>.</p>
<p><img alt="" src="data:image/png;base64,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" /></p>
]]></content:encoded>
			<wfw:commentRss>http://blog.pmean.com/i2b2-ontology/feed/</wfw:commentRss>
		<slash:comments>0</slash:comments>
		</item>
	</channel>
</rss>
