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	<updated>2026-04-10T19:01:01Z</updated>
	<subtitle>Revision history for this page on the wiki</subtitle>
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		<title>en&gt;Ankorr at 04:47, 12 January 2015</title>
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		<summary type="html">&lt;p&gt;&lt;/p&gt;
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		<title>en&gt;Frosty: Reverted 1 good faith edit by 122.179.39.96 using STiki</title>
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		<updated>2014-02-21T02:58:15Z</updated>

		<summary type="html">&lt;p&gt;Reverted 1 &lt;a href=&quot;/index.php?title=WP:AGF&amp;amp;action=edit&amp;amp;redlink=1&quot; class=&quot;new&quot; title=&quot;WP:AGF (page does not exist)&quot;&gt;good faith&lt;/a&gt; edit by &lt;a href=&quot;/wiki/Special:Contributions/122.179.39.96&quot; title=&quot;Special:Contributions/122.179.39.96&quot;&gt;122.179.39.96&lt;/a&gt; using &lt;a href=&quot;/index.php?title=WP:STiki&amp;amp;action=edit&amp;amp;redlink=1&quot; class=&quot;new&quot; title=&quot;WP:STiki (page does not exist)&quot;&gt;STiki&lt;/a&gt;&lt;/p&gt;
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		<title>67.174.255.201: /* Clustering methods */</title>
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		<updated>2014-01-25T04:47:02Z</updated>

		<summary type="html">&lt;p&gt;&lt;span class=&quot;autocomment&quot;&gt;Clustering methods&lt;/span&gt;&lt;/p&gt;
&lt;p&gt;&lt;b&gt;New page&lt;/b&gt;&lt;/p&gt;&lt;div&gt;{{multiple issues|&lt;br /&gt;
{{expert-subject|1=Cardiology|date=March 2013}}&lt;br /&gt;
{{original research|date=March 2013}}&lt;br /&gt;
{{primary sources|date=March 2013}}&lt;br /&gt;
{{Refimprove|date=March 2013}}&lt;br /&gt;
{{unreliable sources|date=March 2013}}&lt;br /&gt;
}}&lt;br /&gt;
In [[circulatory system|cardiovascular physiology]], &amp;#039;&amp;#039;&amp;#039;ejection fraction&amp;#039;&amp;#039;&amp;#039; (&amp;#039;&amp;#039;&amp;#039;EF&amp;#039;&amp;#039;&amp;#039;) represents the volumetric fraction of [[blood]] pumped out of the [[ventricle (heart)]] with each heartbeat or [[cardiac cycle]]. In finite mathematics allowed by medical imaging, EF is applied to both the [[right ventricle]], which ejects blood via the [[pulmonary valve]] into the [[pulmonary circulation]], or the [[left ventricle]], which ejects blood via the [[aortic valve]] into the cerebral and [[systemic circulation]].&lt;br /&gt;
&lt;br /&gt;
Imaging of the physiology of the mammalian heart is the art that allows meaningful mathematical expression defining EF. Noninvasive cardiac imaging has become a worldwide utility enabling study of cardiac performance reproducibly and inexpensively.&lt;br /&gt;
Simplified, Ejection fraction is a mathematical product allowed by cardiac imaging. As a volumetric mathematical term, Ejection Fraction is an extension of the work of [[Adolph Fick]] in [[cardiac output]]. Dedicated technology such as [[echocardiography]], [[computed tomography]] (CT Scan), [[magnetic resonance imaging]] (MRI) and [[Radionuclide angiography]] (MUGA) scanning have definitively allowed clinically relevant mathematics regarding [[ischemia]], [[congenital heart disease]], and [[heart failure]].&lt;br /&gt;
&lt;br /&gt;
==Overview==&lt;br /&gt;
{{unreferenced section|date=March 2013}}&lt;br /&gt;
By definition, the volume of blood within a ventricle immediately before a contraction is known as the [[end-diastolic volume]] (EDV). Likewise, the volume of blood left in a ventricle at the end of contraction is [[end-systolic volume]] (ESV). The difference between EDV and ESV represents many variables such as [[stroke volume]] (SV). SV describes a dated volumetric of blood ejected from the right and left ventricles with each heartbeat. Ejection fraction (E&amp;lt;sub&amp;gt;f&amp;lt;/sub&amp;gt;) is the fraction of the end-diastolic volume that is ejected with each beat; that is, it is stroke volume (SV) divided by end-diastolic volume (EDV):&amp;lt;ref&amp;gt;Morton Kern 5th edition page 180&amp;lt;/ref&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;math&amp;gt;E_f (\%) = \frac{SV}{EDV}\times100&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Where the stroke volume is given by:&lt;br /&gt;
&lt;br /&gt;
&amp;lt;math&amp;gt;SV = EDV - ESV&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
==Normal values==&lt;br /&gt;
&amp;lt;div style=&amp;quot;float:right&amp;quot;&amp;gt;&lt;br /&gt;
{{Cardiovascular worksheet}}&lt;br /&gt;
&amp;lt;/div&amp;gt;&lt;br /&gt;
&lt;br /&gt;
In a healthy {{convert|70|kg|lb|adj=on}} man, the SV is approximately 70 mL and the left ventricular EDV is 120 mL, giving an ejection fraction of {{frac|70|120}}, or 0.58 (58%).&lt;br /&gt;
&lt;br /&gt;
Right ventricular volumes being roughly equal to those of the left ventricle, the ejection fraction of the right ventricle physiologically matches that of the left ventricle within mathematically narrow beat-to-beat limits.&lt;br /&gt;
&lt;br /&gt;
Healthy individuals typically have ejection fractions between 50% and 65%.&amp;lt;ref name=&amp;quot;isbn0-7216-0187-1&amp;quot;&amp;gt;{{cite book |author=Kumar, Vinay; Abbas, Abul K; Aster, Jon. |title=Robbins and Cotran pathologic basis of disease |edition=8th |publisher=Elsevier Saunders |location=St. Louis, Mo |year=2009 |page=574 |isbn=1-4160-3121-9 |oclc= |doi= |accessdate=}}&amp;lt;/ref&amp;gt; However, normal values depend upon the modality being used to calculate the ejection fraction, and some sources consider an ejection fraction of 55–75% to be normal. Damage to the muscle of the heart ([[myocardium]]), such as that sustained during [[myocardial infarction]] or in [[atrial fibrillation]] or a plurality of etiologies of [[cardiomyopathy]], compromises the heart&amp;#039;s ability to perform as an efficient pump (ejecting blood) and, therefore, reduces ejection fraction. This reduction in the ejection fraction can manifest itself clinically as [[heart failure]].  A low ejection fraction has its cutoff below 40% with symptomatic manifestations constant at 25%.&amp;lt;ref&amp;gt;{{cite web|title=Heart2008;94:426-428 doi:10.1136/hrt.2007.123877|url=http://heart.bmj.com/content/94/4/426.extract}}&amp;lt;/ref&amp;gt; In the USA, a chronically low ejection fraction less than 30% is qualifying support for eligibility of disability benefits from the [[Social Security Administration]].&amp;lt;ref&amp;gt;{{cite web|title=Ejection fraction and SSA disability benefit eligibility.|url=http://www.disabilitysecrets.com/win-can-you-get-disability-for-low-poor-ejection-fraction.html}}&amp;lt;/ref&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Healthy older adults favorably adapt as the ventricles become less compliant and are routinely echocardiographically proven to have an EF from 55–85% with the help of good genetics and a healthy lifestyle. Compliance [[changevolume /changepressure]] is a property of the heart that allows [[contractility]]. Encyclopedic documentation of the commonly documented &amp;quot;Hyperdynamic&amp;quot; ventricle remains sparse.&lt;br /&gt;
&lt;br /&gt;
The ejection fraction is one of the most important predictors of [[prognosis]]; those with significantly reduced ejection fractions typically have poorer prognoses. However, recent studies have indicated that a preserved ejection fraction does not mean freedom from risk.&amp;lt;ref name=&amp;quot;pmid16855265&amp;quot;&amp;gt;{{cite journal |author=Owan TE, Hodge DO, Herges RM, Jacobsen SJ, Roger VL, Redfield MM |title=Trends in prevalence and outcome of heart failure with preserved ejection fraction |journal=N. Engl. J. Med. |volume=355 |issue=3 |pages=251–9 |date=July 2006 |pmid=16855265 |doi=10.1056/NEJMoa052256 |url=http://content.nejm.org/cgi/pmidlookup?view=short&amp;amp;pmid=16855265&amp;amp;promo=ONFLNS19}}&amp;lt;/ref&amp;gt;{{primary source-inline|date=March 2013}}&amp;lt;ref name=&amp;quot;pmid16855266&amp;quot;&amp;gt;{{cite journal |author=Bhatia RS, Tu JV, Lee DS, &amp;#039;&amp;#039;et al.&amp;#039;&amp;#039; |title=Outcome of heart failure with preserved ejection fraction in a population-based study |journal=N. Engl. J. Med. |volume=355 |issue=3 |pages=260–9 |date=July 2006 |pmid=16855266 |doi=10.1056/NEJMoa051530 |url=http://content.nejm.org/cgi/pmidlookup?view=short&amp;amp;pmid=16855266&amp;amp;promo=ONFLNS19}}&amp;lt;/ref&amp;gt;{{primary source-inline|date=March 2013}}&lt;br /&gt;
&lt;br /&gt;
The [[QT interval]] as recorded on a standard [[electrocardiogram]] or &amp;quot;EKG&amp;quot; represents ventricular depolarazation and ventricular repolarazation and is rate-dependent.&amp;lt;ref&amp;gt;{{cite journal |last=Bazett |first=H. C. |year=1920 |title=An analysis of the time-relations of electrocardiograms |journal=[[Heart (journal)|Heart]] |volume=7 |issue= |pages=353–370 |pmid= }}&amp;lt;/ref&amp;gt;{{primary source-inline|date=March 2013}}&amp;lt;!-- 1920...please also see WP:MEDDATE --&amp;gt;&lt;br /&gt;
&lt;br /&gt;
==Measurement==&lt;br /&gt;
{{unreferenced section|date=March 2013}}&lt;br /&gt;
Ejection fraction is commonly measured by [[echocardiography]], in which the volumes of the heart&amp;#039;s chambers are measured during the [[cardiac cycle]]. Ejection fraction can then be obtained by dividing stroke volume by end-diastolic volume as described above.&lt;br /&gt;
&lt;br /&gt;
Accurate volumetric measurement of performance of the right and left ventricles of the heart is inexpensively and routinely echocardiographically interpreted worldwide as a ratio of [[dimension]] between the ventricles in [[Systole (medicine)|systole]] and [[diastole]]. For example, a ventricle in greatest dimension could measure 6&amp;amp;nbsp;cm while in least dimension 4&amp;amp;nbsp;cm. Measured and easily reproduced beat to beat for ten or more cycles, this ratio may represent a physiologically normal EF of 50-60%. Mathematical expression of this [[Time]]-dependent ratio can then be interpreted as the greater half as [[cardiac output]] and the lesser half as [[cardiac input]].&lt;br /&gt;
&lt;br /&gt;
Other methods of measuring ejection fraction include cardiac MRI, fast-scan cardiac computed axial tomography (CT) imaging, [[Cardiac ventriculography|ventriculography]], [[Gated SPECT]], and the MUGA scan. A MUGA scan involves the injection of a [[radioisotope]] into the blood and detecting its flow through the left ventricle. The historical [[gold standard (test)|gold standard]] for the measurement of ejection fraction is [[ventriculography]].&lt;br /&gt;
&lt;br /&gt;
==Improving EF==&lt;br /&gt;
Depending on the burden of systolic heart failure, a physician may make recommendations to help improve EF. Medication for systolic heart failure is commonly prescribed under several ongoing protocols. Other things that could be done to improve how well the heart pumps include:&lt;br /&gt;
Limiting Salt – Limiting salt (sodium) to 2,000&amp;amp;nbsp;mg a day is an important part of maintaining a healthy heart and treating heart failure. With a low EF, the kidneys get less blood than they should. This makes them unable to rid the body of excess water and salt. Eating too much salt can lead to even more fluid buildup. It also increases blood pressure, which makes an already-weakened heart work harder.&amp;lt;ref&amp;gt;&amp;quot;Heart failure with preserved ejection fraction: is this diastolic heart failure?&amp;quot;. Retrieved February 16, 2012.&amp;lt;/ref&amp;gt;&lt;br /&gt;
Fluid Management – With a low EF, blood can back up in the lungs and force fluid into the breathing spaces. The fluid then builds up, making it difficult to breathe. Excess fluid can also cause weight gain and swelling. Depending on the EF, a doctor may limit the amount of daily fluid intake.&lt;br /&gt;
Physical Activity – Exercise can help strengthen the heart and improve how well it pumps blood to the rest of the body. All it takes is 30 minutes a day of activity, even if that activity is walking. It is always recommended that patients consult their doctors about an exercise program that is right for them.&amp;lt;ref&amp;gt;{{cite web|last=Heart Rhythm Society|title=Ejection Fraction|url=http://www.hrsonline.org/Patient-Resources/The-Normal-Heart/Ejection-Fraction#axzz2OJu7oZVJ|accessdate=23 March 2013}}&amp;lt;/ref&amp;gt;&lt;br /&gt;
&lt;br /&gt;
==Treating Low EF==&lt;br /&gt;
Many people having survived a heart attack can benefit from a medical device called an implantable cardiac defibrillator (ICD). An ICD is a pacemaker-like device that treats ventricular fibrillation (VF), the deadly heart rhythm that causes sudden cardiac arrest (SCA).&amp;lt;ref name=&amp;quot;medterms.com&amp;quot;&amp;gt;http://www.medterms.com/script/main/art.asp?articlekey=7520&amp;lt;/ref&amp;gt;&lt;br /&gt;
Several large clinical studies have been conducted in recent years to see whether ICDs could help prevent SCA in those people whose heart muscle, and its pumping ability, is damaged by a heart attack. People in the studies had an ejection fraction (EF) of 40 or below.&amp;lt;ref name=&amp;quot;medterms.com&amp;quot;/&amp;gt; In these studies, survival rates were significantly higher for people with ICDs compared to those that received traditional medical care.&amp;lt;ref name=&amp;quot;medterms.com&amp;quot;/&amp;gt;&lt;br /&gt;
&lt;br /&gt;
==Medication Intervention==&lt;br /&gt;
Certain medications help reduce the heart&amp;#039;s workload, increase blood flow, widen vessels or eliminate excess water from the body, all of which may help treating low ejection fraction. Prescribed medications may include:&lt;br /&gt;
* Inotropes (such as digoxin): Helps the heart to contract more vigorously and effectively, and helps to reduce symptoms.&amp;lt;ref name=&amp;quot;cpmc.org&amp;quot;&amp;gt;http://www.cpmc.org/services/heart/tx/ejtreatment.html&amp;lt;/ref&amp;gt;&lt;br /&gt;
&lt;br /&gt;
* Angiotensin II receptor blockers: Similar to ACE inhibitors, these medications reduce the stress on the heart muscle and may benefit patients with diabetes and heart disease. The medication protects the kidneys from diabetes-related complications.&amp;lt;ref name=&amp;quot;cpmc.org&amp;quot;/&amp;gt;&lt;br /&gt;
&lt;br /&gt;
* Betablockers: These medications may improve symptoms by slowing the heart&amp;#039;s contraction rate and reducing its pumping action, thus lessening the heart&amp;#039;s workload.&amp;lt;ref name=&amp;quot;cpmc.org&amp;quot;/&amp;gt;&lt;br /&gt;
&lt;br /&gt;
==See also==&lt;br /&gt;
*[[Cardiac output]]&lt;br /&gt;
*[[Heart failure]]&lt;br /&gt;
*[[QT interval]]&lt;br /&gt;
&lt;br /&gt;
==References==&lt;br /&gt;
{{reflist|30em}}&lt;br /&gt;
&lt;br /&gt;
{{Cardiovascular physiology}}&lt;br /&gt;
&lt;br /&gt;
[[Category:Cardiovascular physiology]]&lt;/div&gt;</summary>
		<author><name>67.174.255.201</name></author>
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