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  • Search: subject:"Lung transplantation"
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Year of publication
Subject
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Long-term survival 1 Lung transplantation 1 Machine learning 1 Organ allocation 1 Random forest 1 Shapley additive explanations 1
Online availability
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CC license 1 Free 1
Type of publication
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Article 1
Type of publication (narrower categories)
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Article in journal 1 Aufsatz in Zeitschrift 1
Language
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English 1
Author
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Amini, Mostafa 1 Bagheri, Ali 1 Delen, Dursun 1
Published in...
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Decision analytics journal 1
Source
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ECONIS (ZBW) 1
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An explanatory analytics model for identifying factors indicative of long- versus short-term survival after lung transplantation
Amini, Mostafa; Bagheri, Ali; Delen, Dursun - In: Decision analytics journal 3 (2022), pp. 1-8
patients undergoing lung transplantation in the US since 1987. In our proposed framework, we first employ several machine … implements an explanatory analytics framework to study the most prominent factors contributing to long-term survival after lung … transplantation. We collect data from the United Network for Organ Sharing registry database. It contains more than 44 thousand unique …
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