Application of intuitionistic fuzzy sets for more objective comparison of Kaplan-Meier curves
In the present work a scheme for more objective comparison of patients, represented by Kaplan-Meier graphs, by classification separating them in groups (m in number) with "graded survivability" is proposed. The classification uses the apparatus of the intuitionistic fuzzy sets (IFS). The f...
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creator | Todorova, L. Vassilev, P. Hadjistoykov, P. Surchev, J. |
description | In the present work a scheme for more objective comparison of patients, represented by Kaplan-Meier graphs, by classification separating them in groups (m in number) with "graded survivability" is proposed. The classification uses the apparatus of the intuitionistic fuzzy sets (IFS). The final result is a clear and easy to interpret table. To avoid loss of information, as well as for the obtainment of graded, sound and real evaluation of the information, contained in the Kaplan-Meier graphs the authors recommend the consideration of all possible cases, for which it is fulfilled n |
doi_str_mv | 10.1109/IS.2012.6335218 |
format | Conference Proceeding |
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The classification uses the apparatus of the intuitionistic fuzzy sets (IFS). The final result is a clear and easy to interpret table. To avoid loss of information, as well as for the obtainment of graded, sound and real evaluation of the information, contained in the Kaplan-Meier graphs the authors recommend the consideration of all possible cases, for which it is fulfilled n<;m, where n is the number of the patient groups, represented by Kaplan-Meier survivability curves. A particular case from the neurosurgical practice is considered and analyzed. 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The obtained results are confirmed in practice and in the scientific literature.</description><subject>Educational institutions</subject><subject>Fuzzy sets</subject><subject>Guidelines</subject><subject>Intuitionistic Fuzzy Set</subject><subject>Kaplan-Meier survival curves</subject><subject>Neurosurgery</subject><subject>Pediatrics</subject><subject>Shunt complications</subject><subject>Ventilation</subject><issn>1541-1672</issn><issn>1941-1294</issn><isbn>1467322768</isbn><isbn>9781467322768</isbn><isbn>9781467322775</isbn><isbn>9781467322782</isbn><isbn>1467322776</isbn><isbn>1467322784</isbn><fulltext>true</fulltext><rsrctype>conference_proceeding</rsrctype><creationdate>2012</creationdate><recordtype>conference_proceeding</recordtype><sourceid>6IE</sourceid><sourceid>RIE</sourceid><recordid>eNo1kEtrAjEYRdMXVK3rLrrJHxibd-ZbivQhtXRRt0WSTAKRGWdIZgT99a1oV5fL4dzFReiRkhmlBJ6X3zNGKJspziWj5RWagi6pUJozprW8RiMKghaUgbhB43-gyts_IE9AaXaPxjlvCWGc0HKEfuZdV0dn-tjucBtw3PVDPJWY--hwGI7HA86-zzi0CTdt8ri1W-_6uPfYtU1nUsxn9cN0tdkVnz76hN2Q9j4_oLtg6uynl5yg9evLevFerL7elov5qohA-qKyQEoKPIhKC6GAOs4qrawN4EobaKUqDUxoY40FpyRoQySwEGyQWlacT9DTeTZ67zddio1Jh83lJf4L4b5YhA</recordid><startdate>201209</startdate><enddate>201209</enddate><creator>Todorova, L.</creator><creator>Vassilev, P.</creator><creator>Hadjistoykov, P.</creator><creator>Surchev, J.</creator><general>IEEE</general><scope>6IE</scope><scope>6IL</scope><scope>CBEJK</scope><scope>RIE</scope><scope>RIL</scope></search><sort><creationdate>201209</creationdate><title>Application of intuitionistic fuzzy sets for more objective comparison of Kaplan-Meier curves</title><author>Todorova, L. ; Vassilev, P. ; Hadjistoykov, P. ; Surchev, J.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-i90t-db908193f4d744691c32d76bbf9c8bf1d6d79247abab9c6597a0592ffbf575d33</frbrgroupid><rsrctype>conference_proceedings</rsrctype><prefilter>conference_proceedings</prefilter><language>eng</language><creationdate>2012</creationdate><topic>Educational institutions</topic><topic>Fuzzy sets</topic><topic>Guidelines</topic><topic>Intuitionistic Fuzzy Set</topic><topic>Kaplan-Meier survival curves</topic><topic>Neurosurgery</topic><topic>Pediatrics</topic><topic>Shunt complications</topic><topic>Ventilation</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Todorova, L.</creatorcontrib><creatorcontrib>Vassilev, P.</creatorcontrib><creatorcontrib>Hadjistoykov, P.</creatorcontrib><creatorcontrib>Surchev, J.</creatorcontrib><collection>IEEE Electronic Library (IEL) Conference Proceedings</collection><collection>IEEE Proceedings Order Plan All Online (POP All Online) 1998-present by volume</collection><collection>IEEE Xplore All Conference Proceedings</collection><collection>IEEE Explore</collection><collection>IEEE Proceedings Order Plans (POP All) 1998-Present</collection></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext_linktorsrc</fulltext></delivery><addata><au>Todorova, L.</au><au>Vassilev, P.</au><au>Hadjistoykov, P.</au><au>Surchev, J.</au><format>book</format><genre>proceeding</genre><ristype>CONF</ristype><atitle>Application of intuitionistic fuzzy sets for more objective comparison of Kaplan-Meier curves</atitle><btitle>2012 6th IEEE International Conference Intelligent Systems</btitle><stitle>IS</stitle><date>2012-09</date><risdate>2012</risdate><spage>212</spage><epage>215</epage><pages>212-215</pages><issn>1541-1672</issn><eissn>1941-1294</eissn><isbn>1467322768</isbn><isbn>9781467322768</isbn><eisbn>9781467322775</eisbn><eisbn>9781467322782</eisbn><eisbn>1467322776</eisbn><eisbn>1467322784</eisbn><abstract>In the present work a scheme for more objective comparison of patients, represented by Kaplan-Meier graphs, by classification separating them in groups (m in number) with "graded survivability" is proposed. 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subjects | Educational institutions Fuzzy sets Guidelines Intuitionistic Fuzzy Set Kaplan-Meier survival curves Neurosurgery Pediatrics Shunt complications Ventilation |
title | Application of intuitionistic fuzzy sets for more objective comparison of Kaplan-Meier curves |
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