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eess.SP2023★ 2 cited
Exploring Best Practices for ECG Pre-Processing in Machine Learning
Amir Salimi, Sunil Vasu Kalmady, Abram Hindle +2
In this work we search for best practices in pre-processing of Electrocardiogram (ECG) signals in order to train better classifiers for the diagnosis of heart conditions. State of…
eess.SP2022★ 3 cited
Improving ECG-based COVID-19 diagnosis and mortality predictions using pre-pandemic medical records at population-scale
Weijie Sun, Sunil Vasu Kalmady, Nariman Sepehrvand +6
Pandemic outbreaks such as COVID-19 occur unexpectedly, and need immediate action due to their potential devastating consequences on global health. Point-of-care routine assessment…