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Saqib Ejaz Awan
Saqib Ejaz Awan
Unknown affiliation
Verified email at ecocentric.energy
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Year
Machine learning‐based prediction of heart failure readmission or death: implications of choosing the right model and the right metrics
SE Awan, M Bennamoun, F Sohel, FM Sanfilippo, G Dwivedi
ESC heart failure 6 (2), 428-435, 2019
1262019
Machine learning in heart failure: ready for prime time
SE Awan, F Sohel, FM Sanfilippo, M Bennamoun, G Dwivedi
Current opinion in cardiology 33 (2), 190-195, 2018
1012018
Imputation of missing data with class imbalance using conditional generative adversarial networks
SE Awan, M Bennamoun, F Sohel, F Sanfilippo, G Dwivedi
Neurocomputing 453, 164-171, 2021
622021
Feature selection and transformation by machine learning reduce variable numbers and improve prediction for heart failure readmission or death
SE Awan, M Bennamoun, F Sohel, FM Sanfilippo, BJ Chow, G Dwivedi
PloS one 14 (6), e0218760, 2019
622019
A reinforcement learning-based approach for imputing missing data
SE Awan, M Bennamoun, F Sohel, F Sanfilippo, G Dwivedi
Neural Computing and Applications 34 (12), 9701-9716, 2022
112022
Machine Learning with Applications to Heart Failure Data Analysis and Processing
S Awan
2021
Developing and testing a New Machine-Learning Method to identify patients with heart failure who are at risk of 30-Day readmission or mortality
S Awan, M Bennamoun, F Sohel, SA Shah, J Rankin, F Sanfilippo, ...
Heart, Lung and Circulation 27, S91, 2018
2018
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