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A network topology approach in survival analysis

Network topology can be used to simplify the complexity of the data sets. We are exploring its function in performing survival analysis to identify the most important factor that contributed to the survival time from diagnosis to death. This technique has the potential to illustrate easily some type...

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Main Authors: Nur Syahidah, Yusoff, Noryanti, Muhammad, Chuan, Zun Liang
Format: Conference or Workshop Item
Language:English
English
Published: IOP Publishing 2018
Subjects:
Q Science (General)
TP Chemical technology
Online Access:http://umpir.ump.edu.my/id/eprint/24170/1/26.%20A%20network%20topology%20approach%20in%20survival%20analysis.pdf
http://umpir.ump.edu.my/id/eprint/24170/2/26.1%20A%20network%20topology%20approach%20in%20survival%20analysis.pdf
http://umpir.ump.edu.my/id/eprint/24170/
https://doi:10.1088/1742-6596/1358/1/012074
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spelling my.ump.umpir.241702020-06-16T07:17:42Z http://umpir.ump.edu.my/id/eprint/24170/ A network topology approach in survival analysis Nur Syahidah, Yusoff Noryanti, Muhammad Chuan, Zun Liang Q Science (General) TP Chemical technology Network topology can be used to simplify the complexity of the data sets. We are exploring its function in performing survival analysis to identify the most important factor that contributed to the survival time from diagnosis to death. This technique has the potential to illustrate easily some types of complex interactions in data set. Then, based on those interactions, the most important factor in survival analysis will be identified. In this paper, the interpretation of that network topology will be delivered by using centrality measures. An example in survival analysis will be presented and discussed . IOP Publishing 2018-10 Conference or Workshop Item PeerReviewed pdf en http://umpir.ump.edu.my/id/eprint/24170/1/26.%20A%20network%20topology%20approach%20in%20survival%20analysis.pdf pdf en http://umpir.ump.edu.my/id/eprint/24170/2/26.1%20A%20network%20topology%20approach%20in%20survival%20analysis.pdf Nur Syahidah, Yusoff and Noryanti, Muhammad and Chuan, Zun Liang (2018) A network topology approach in survival analysis. In: Journal of Physics: Conference Series; 12th Seminar on Science and Technology 2018, 2-3 October 2018 , Kota Kinabalu, Sabah, Malaysia. , 1358 (012074). ISSN 1742-6588 (print); 1742-6596 (online) https://doi:10.1088/1742-6596/1358/1/012074
institution Universiti Malaysia Pahang
building UMP Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Malaysia Pahang
content_source UMP Institutional Repository
url_provider http://umpir.ump.edu.my/
language English
English
topic Q Science (General)
TP Chemical technology
spellingShingle Q Science (General)
TP Chemical technology
Nur Syahidah, Yusoff
Noryanti, Muhammad
Chuan, Zun Liang
A network topology approach in survival analysis
description Network topology can be used to simplify the complexity of the data sets. We are exploring its function in performing survival analysis to identify the most important factor that contributed to the survival time from diagnosis to death. This technique has the potential to illustrate easily some types of complex interactions in data set. Then, based on those interactions, the most important factor in survival analysis will be identified. In this paper, the interpretation of that network topology will be delivered by using centrality measures. An example in survival analysis will be presented and discussed .
format Conference or Workshop Item
author Nur Syahidah, Yusoff
Noryanti, Muhammad
Chuan, Zun Liang
author_facet Nur Syahidah, Yusoff
Noryanti, Muhammad
Chuan, Zun Liang
author_sort Nur Syahidah, Yusoff
title A network topology approach in survival analysis
title_short A network topology approach in survival analysis
title_full A network topology approach in survival analysis
title_fullStr A network topology approach in survival analysis
title_full_unstemmed A network topology approach in survival analysis
title_sort network topology approach in survival analysis
publisher IOP Publishing
publishDate 2018
url http://umpir.ump.edu.my/id/eprint/24170/1/26.%20A%20network%20topology%20approach%20in%20survival%20analysis.pdf
http://umpir.ump.edu.my/id/eprint/24170/2/26.1%20A%20network%20topology%20approach%20in%20survival%20analysis.pdf
http://umpir.ump.edu.my/id/eprint/24170/
https://doi:10.1088/1742-6596/1358/1/012074
_version_ 1672610881297448960
score 13.211869

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