ChestX-ray:astandardx-raythatis used to detect any abnormalities in the lungs, heart, aorta and the bones of the thoracic area. parkwayhealth.cn parkwayhealth.cn 胸透:使用标准X光检查肺部、心脏、主动脉和胸部骨骼是否出现异常。 parkwayhealth.cn ...
et al. Baseline chest X-ray in coronavirus disease 19 (COVID-19) patients: association with clinical and laboratory data. Radiol med 125, 1271–1279 (2020). https://doi.org/10.1007/s11547-020-01272-1 Download citation Received28 May 2020 Accepted23 August 2020 Published07 September 2020 ...
Chest CT scan and chest x-rays show characteristic radiographic findings in patients with COVID-19 pneumonia. Chest x-ray can be used in diagnosis and follow up in patients with COVID-19 pneumonia. The study aims at describing the chest x-ray findings an
Standardized, automated labeling method, based on similarity to a previously validated five-label chest X-ray (CXR) detection explainable AI (xAI) model, using an xAI model-derived-atlas based approach. a Our quantitative model-derived atlas-based explainable AI system calculates a probability-of-...
73. As a result, practicing radiologists are overburdened and even large institutions, such as the Veterans Affairs hospitals, have backlogs of hundreds of thousands of unread X-ray cases74. Therefore, non-radiologist physicians are being tasked with interpreting chest X-rays, despite lack of ...
Understanding and classifying Chest X-Ray (CXR) and computerised tomography (CT) images are of great significance for COVID-19 diagnosis. The existing research on the classification for COVID-19 cases faces the challenges of data imbalance, insufficient generalisability, the lack of comparative study...
Pneumonia is one of the diseases that causes the most fatalities worldwide, especially in children. Recently, pneumonia-caused deaths have increased dramatically due to the novel Coronavirus global pandemic. Chest X-ray (CXR) images are one of the most r
Consequently, chest radiography such as computerized tomography (CT) scan and X-ray imaging-based detection techniques have emerged as an alternative modality for screening COVID-19 patients. With these modalities, researchers have observed that COVID-19 patients’ lungs exhibit ground-glass opacity an...
To tackle this issue, a long-tail public dataset, "ChestX-ray14," which involved fourteen (14) disease labels, was randomly divided into the train, validation, and test sets with ratios of 0.7, 0.1, and 0.2. Two pretrained state-of-the-art networks, EfficientNet-b5 and CoAtNet-0-rw, ...
Worldwide, pneumonia is the leading cause of infant mortality. Experienced radiologists use chest X-rays to diagnose pneumonia and other respiratory diseases. The diagnostic procedure's complexity causes radiologists to disagree with the decision. Early