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09/29/2022
R2C-GAN: Restore-to-Classify GANs for Blind X-Ray Restoration and COVID-19 Classification
Restoration of poor quality images with a blended set of artifacts plays...
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01/29/2022
Blind ECG Restoration by Operational Cycle-GANs
Continuous long-term monitoring of electrocardiography (ECG) signals is ...
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11/09/2021
Early Myocardial Infarction Detection over Multi-view Echocardiography
Myocardial infarction (MI) is the leading cause of mortality in the worl...
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03/26/2021
Fully Automated 2D and 3D Convolutional Neural Networks Pipeline for Video Segmentation and Myocardial Infarction Detection in Echocardiography
Cardiac imaging known as echocardiography is a non-invasive tool utilize...
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10/05/2020
Early Detection of Myocardial Infarction in Low-Quality Echocardiography
Myocardial infarction (MI), or commonly known as heart attack, is a life...
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09/26/2020
COVID-19 Infection Map Generation and Detection from Chest X-Ray Images
Computer-aided diagnosis has become a necessity for accurate and immedia...
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08/11/2020
Left Ventricular Wall Motion Estimation by Active Polynomials for Acute Myocardial Infarction Detection
Echocardiogram (echo) is the earliest and the primary tool for identifyi...
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07/29/2020
Reliable Tuberculosis Detection using Chest X-ray with Deep Learning, Segmentation and Visualization
Tuberculosis (TB) is a chronic lung disease that occurs due to bacterial...
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06/07/2020
A Comparative Study on Early Detection of COVID-19 from Chest X-Ray Images
In this study, our first aim is to evaluate the ability of recent state-...
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03/29/2020