39,40 This is the most common cause of sudden cardiac death (SCD) in athletes.41,42 Some children with HCM have systemic outflow tract obstruction (i.e., obstructive cardiomyopathy). It is unclear whether the few with hypertrophic obstructive cardiomyopathy, previously known as idiopathic ...
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We leverage some of the advanced ConvNet architectures as a backbone-model of the proposed attention mapping network to build Cardio-XAttentionNet. The proposed model is trained on ChestX-Ray14, which is a publicly accessible chest X-ray dataset. The best single model achieves an overall ...
Introduction: the cardio-thoracic ratio (CTR) and the transverse cardiac diameter (TCD) on Plain chest radiography are the two parameters commonly used to diagnose cardiomegaly and heart disease. A CTR of greater than 50% on a PA film is abnormal and normally indicates cardiac or pericardial ef...
cardiothoracic ratio; transverse cardiac diameter; semantic segmentation; CardioNet; chest anatomy1. Introduction The most used and evaluated method of diagnosing chest-related pathologies such as pneumothorax, pulmonary cancer, congestive heart failure, lung nodule, and heart enlargement is the chest X-...
These cardiac concerns affect patients' health ranging from a high risk of heart failure to immediate death [3]. Therefore, the early diag-2 of 21 nosis of cardiomegaly is critical; the disease can be diagnosed with edge detection of the size and shape of the chest and heart from ...