Saqib Ejaz Awan

University of Western Australia — Australia

Health Professions · Health Sciences

6h-index425citations13works0.02yr avg
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Research Topics

Artificial Intelligence in Healthcare(5), Statistical Methods and Bayesian Inference(3), Nitric Oxide and Endothelin Effects(2), Heart Failure Treatment and Management(2), EEG and Brain-Computer Interfaces(2)

Publications13 total

A reinforcement learning-based approach for imputing missing data
Neural Computing and Applications·2022· 29 citedOpen Access
Machine Learning with Applications to Heart Failure Data Analysis and Processing
2021Open Access
Imputation of missing data with class imbalance using conditional generative adversarial networks
Neurocomputing·2021· 4 citedOpen Access
Imputation of Missing Data with Class Imbalance using Conditional\n Generative Adversarial Networks
arXiv (Cornell University)·2020Open Access
Feature selection and transformation by machine learning reduce variable numbers and improve prediction for heart failure readmission or death
PLoS ONE·2019· 69 citedOpen Access
9. Guests’ Reactions to Tabletop Technology in Full-Service Restaurants
Cornell University Press eBooks·2019
Machine Learning-Based Prediction of Heart Failure Readmission or Death: Implications of Choosing the Right Model and the Right Metrics
ESC Heart Failure·2019· 142 citedOpen Access
Machine learning in heart failure
Current Opinion in Cardiology·2017· 116 cited
Machine learning in heart failure
Murdoch Research Repository (Murdoch University)·2017· 2 cited
A surrogate channel based analysis of EEG signals for detection of epileptic seizure
2016· 2 cited
Analysis of EEG Signals for Detection of Epileptic Seizure Using Hybrid Feature Set
Lecture notes in electrical engineering·2015· 25 cited
Effects of Nitrous Oxide on the Rat Heart In Vivo
Anesthesiology·2005· 1 citedOpen Access
Effects of Nitrous Oxide on the Rat Heart In Vivo 
Anesthesiology·2005· 36 cited

Frequent Co-authors

Mohammed Bennamoun(7), Ferdous Sohel(7), Frank Sanfilippo(7), Girish Dwivedi(7), Nina C. Weber(2), Benedikt Preckel(2), W. Schlack(2), Muhammad Usman Akram(2), Sajid Gul Khawaja(2), Benjamin J.W. Chow(1), Octavian Toma(1), Jan Fräßdorf(1), Ammama Furrukh Gill(1), Syeda Alishbah Fatima(1), Muazzam A. Khan(1), O. Toma(1), Jan Fr dorf(1), Alex M. Susskind(1), R. Parikh(1), Rajat Suri(1)