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An Analytical Approach to Predict the Performance of Thoracic Transplantations

Oztekin, Asil - 2012

Predicting the performance of planned organ transplantation has proved to be a critical problem to solve. The purpose of this study is to present a data mining-based model for variable filtering and selection in order to predict the performance of thoracic transplantation via the graft...

Persistent link: https://www.econbiz.de/10014165848

DEANN : a healthcare analytic methodology of data envelopment analysis and artificial neural networks for the prediction of organ recipient functional status

Misiunas, Nicholas; Oztekin, Asil; Chen, Yao; Chandra, … - In: Omega : the international journal of management science 58 (2016), pp. 46-54

Persistent link: https://www.econbiz.de/10011416986

A decision analytic approach to predicting quality of life for lung transplant recipients : a hybrid genetic algorithms-based methodology

Oztekin, Asil; Al-Ebbini, Lina; Sevkli, Zulal; Delen, Dursun - In: European journal of operational research : EJOR 266 (2018) 2, pp. 639-651

Persistent link: https://www.econbiz.de/10011811883

Predicting pediatric clinic no-shows : a decision analytic framework using elastic net and Bayesian belief network

Topuz, Kazim; Uner, Hasmet; Oztekin, Asil; Yildirim, … - In: Data mining and analytics, (pp. 479-499). 2018

Persistent link: https://www.econbiz.de/10011823822

A causal analytic approach to student satisfaction index modeling

Turkyilmaz, Ali; Temizer, Leyla; Oztekin, Asil - In: Data mining and analytics, (pp. 565-585). 2018

Persistent link: https://www.econbiz.de/10011823848

A Bayesian belief network-based probabilistic mechanism to determine patient no-show risk categories

Simsek, Serhat; Dag, Ali; Tiahrt, Thomas; Oztekin, Asil - In: Omega : the international journal of management science 100 (2021), pp. 1-16

Persistent link: https://www.econbiz.de/10012494634

An interpretable machine learning methodology to generate interaction effect hypotheses from complex datasets

Nasir, Murtaza; Summerfield, Nichalin S.; Simsek, Serhat; … - In: Decision sciences 55 (2024) 6, pp. 549-576

Persistent link: https://www.econbiz.de/10015371985