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eess.SP2023
Cross-Database and Cross-Channel ECG Arrhythmia Heartbeat Classification Based on Unsupervised Domain Adaptation
Md Niaz Imtiaz, Naimul Khan
The classification of electrocardiogram (ECG) plays a crucial role in the development of an automatic cardiovascular diagnostic system. However, considerable variances in ECG signa…
eess.IV2023★ 1 cited
Lightweight and Interpretable Left Ventricular Ejection Fraction Estimation using Mobile U-Net
Meghan Muldoon, Naimul Khan
Accurate LVEF measurement is important in clinical practice as it identifies patients who may be in need of life-prolonging treatments. This paper presents a deep learning based fr…
eess.IV2023
Classification of Lung Pathologies in Neonates using Dual Tree Complex Wavelet Transform
Sagarjit Aujla, Adel Mohamed, Ryan Tan +4
Annually 8500 neonatal deaths are reported in the US due to respiratory failure. Recently, Lung Ultrasound (LUS), due to its radiation free nature, portability, and being cheaper i…