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<Article>
<Journal>
				<PublisherName>West Asia Organization for Cancer Prevention (WAOCP), APOCP's West Asia Chapter.</PublisherName>
				<JournalTitle>Asian Pacific Journal of Cancer Prevention</JournalTitle>
				<Issn>1513-7368</Issn>
				<Volume>19</Volume>
				<Issue>11</Issue>
				<PubDate PubStatus="epublish">
					<Year>2018</Year>
					<Month>11</Month>
					<Day>01</Day>
				</PubDate>
			</Journal>
<ArticleTitle>Estimating Risk of Breast Cancer Occurrences at Different Ages: Application of Survival Techniques</ArticleTitle>
<VernacularTitle></VernacularTitle>
			<FirstPage>3033</FirstPage>
			<LastPage>3038</LastPage>
			<ELocationID EIdType="pii">73827</ELocationID>
			
<ELocationID EIdType="doi">10.31557/APJCP.2018.19.11.3033</ELocationID>
			
			<Language>EN</Language>
<AuthorList>
<Author>
					<FirstName>Nijara </FirstName>
					<LastName>Rajbongshi</LastName>
<Affiliation>Central Computational and Numerical Sciences Division (CCNS), Institute of Advanced Study in Science and Technology (IASST)
(An Autonomous Institute under Department of Science and Technology), Guwahati, India.</Affiliation>

</Author>
<Author>
					<FirstName>Dilip C </FirstName>
					<LastName>Nath</LastName>
<Affiliation>Assam University, Silchar, Assam, India.</Affiliation>

</Author>
<Author>
					<FirstName>Lipi B </FirstName>
					<LastName>Mahanta</LastName>
<Affiliation>Central Computational and Numerical Sciences Division (CCNS), Institute of Advanced Study in Science and Technology (IASST)
(An Autonomous Institute under Department of Science and Technology), Guwahati, India.</Affiliation>
<Identifier Source="ORCID">0000-0002-7733-5461</Identifier>

</Author>
</AuthorList>
				<PublicationType>Journal Article</PublicationType>
			<History>
				<PubDate PubStatus="received">
					<Year>2017</Year>
					<Month>09</Month>
					<Day>08</Day>
				</PubDate>
			</History>
		<Abstract>Background: Awareness is the primary means to control breast cancer occurrence. The purpose of the present work&lt;br /&gt;is to study the risk of breast cancer occurrence in different age group, for the study area, Assam, India, by means of&lt;br /&gt;survival analysis techniques. Methods: Survival and hazard functions are key concepts in survival analysis for describing&lt;br /&gt;the distribution of event times. In the present research a new individialized model has been proposed for cumulative&lt;br /&gt;hazard function, taking gamma probability distribution as probability distribution of breast cancer occurrences. Kaplan&lt;br /&gt;Meier Survival method has been applied to find out the probability of diseases occurrence in the early menarche and&lt;br /&gt;late menarche group. The data used for implementation were collected from the Record Department of a prime local&lt;br /&gt;cancer institute, for the period 2010-2012. The information for the risk factor age at menarche were collected from the&lt;br /&gt;patients registered during August 2011 to February 2012. Results: The study reveals that in the study area, cumulative&lt;br /&gt;hazard of the women belonging to 35 to 50 years is higher than the early and late aged women. The cumulative hazard&lt;br /&gt;plot with shape parameter 0.5, 1 and 10 shows that cumulative risk for early aged women are greater than the late age&lt;br /&gt;women but when this values is increased from 10, the opposite trend is observed. Further, the median age of disease&lt;br /&gt;occurrence among early menarche group is 52 years and for late menarche it is 54 years. Conclusion: The model&lt;br /&gt;developed could successfully point out the age group for women lying at higher risk of breast cancer occurrence.&lt;br /&gt;Additionally the important risk factor, age at menarche, was effectively applied to supplement to this calculation. It is&lt;br /&gt;hoped that practical use of this method would enhance not only awareness but also early detection of the said disease.</Abstract>
		<ObjectList>
			<Object Type="keyword">
			<Param Name="value">Cumulative hazard</Param>
			</Object>
			<Object Type="keyword">
			<Param Name="value">Risk model</Param>
			</Object>
			<Object Type="keyword">
			<Param Name="value">Kaplan Meier Survival method</Param>
			</Object>
			<Object Type="keyword">
			<Param Name="value">breast cancer</Param>
			</Object>
			<Object Type="keyword">
			<Param Name="value">age at menarche</Param>
			</Object>
		</ObjectList>
<ArchiveCopySource DocType="pdf">https://journal.waocp.org/article_73827_95c9c0a21bc0c45ae4f6f3096fdf676b.pdf</ArchiveCopySource>
</Article>
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