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Minimal ensemble based on subset selection using ECG to diagnose categories of CAN.
Comput Methods Programs Biomed. 2018 Jul;160:85-94. doi: 10.1016/j.cmpb.2018.01.019. Epub 2018 Mar 1.
Comput Methods Programs Biomed. 2018.
PMID: 29728250
Multistage approach for clustering and classification of ECG data.
Abawajy JH, Kelarev AV, Chowdhury M.
Abawajy JH, et al. Among authors: kelarev av.
Comput Methods Programs Biomed. 2013 Dec;112(3):720-30. doi: 10.1016/j.cmpb.2013.08.002. Epub 2013 Aug 28.
Comput Methods Programs Biomed. 2013.
PMID: 24095570
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An approach for Ewing test selection to support the clinical assessment of cardiac autonomic neuropathy.
Stranieri A, Abawajy J, Kelarev A, Huda S, Chowdhury M, Jelinek HF.
Stranieri A, et al. Among authors: kelarev a.
Artif Intell Med. 2013 Jul;58(3):185-93. doi: 10.1016/j.artmed.2013.04.007. Epub 2013 Jun 13.
Artif Intell Med. 2013.
PMID: 23768975
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Predicting cardiac autonomic neuropathy category for diabetic data with missing values.
Abawajy J, Kelarev A, Chowdhury M, Stranieri A, Jelinek HF.
Abawajy J, et al. Among authors: kelarev a.
Comput Biol Med. 2013 Oct;43(10):1328-33. doi: 10.1016/j.compbiomed.2013.07.002. Epub 2013 Jul 12.
Comput Biol Med. 2013.
PMID: 24034723
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Enhancing Predictive Accuracy of Cardiac Autonomic Neuropathy Using Blood Biochemistry Features and Iterative Multitier Ensembles.
Abawajy J, Kelarev A, Chowdhury MU, Jelinek HF.
Abawajy J, et al. Among authors: kelarev a.
IEEE J Biomed Health Inform. 2016 Jan;20(1):408-15. doi: 10.1109/JBHI.2014.2363177. Epub 2014 Oct 20.
IEEE J Biomed Health Inform. 2016.
PMID: 25347890
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