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ToraxIA: Virtual assistant for radiologists based on deep learning from Chest X-ray
(Artificial Intelligence, Computer and Software Engineering Advances, 2021)
Integrated screening and testing for TB and COVID-19 in Peru
(International Union Against Tuberculosis and Lung Disease, 2022)
We describe the experience of integrating COVID-19 screening and testing into a mobile TB screening unit in Lima, Peru. All attendees received chest radiographs, which were analysed using CAD4TB and CAD4COVID; Xpert MTB/RIF ...
Developing a Training Web Application for Improving the COVID-19 Diagnostic Accuracy on Chest X-ray
(Springer Science and Business Media Deutschland GmbH, 2021)
In December 2019, a new coronavirus known as 2019-nCoV emerged in Wuhan, China. The virus has spread globally and the infection was declared pandemic in March 2020. Although most cases of coronavirus disease 2019 (COVID-19) ...
Lung Ultrasound Findings Compared with Chest X-Ray Findings in Known Pulmonary Tuberculosis Patients: A Cross-Sectional Study in Lima, Peru
(American Society of Tropical Medicine and Hygiene, 2020)
Lung ultrasound (LUS) is highly portable and has excellent diagnostic accuracy for pneumonia compared with conventional radiography, but the literature on its use in pulmonary tuberculosis (PTB) is limited. This study ...
Chest x-ray automated triage: A semiologic approach designed for clinical implementation, exploiting different types of labels through a combination of four Deep Learning architectures
(Elsevier Ireland, 2021-07)
Background and objectives: The multiple chest x-ray datasets released in the last years have ground-truth labels intended for different computer vision tasks, suggesting that performance in automated chest x-ray interpretation ...
COVID-19 Detection in Chest X-ray Images using a Deep Learning Approach
The Corona Virus Disease (COVID-19) is an infectious disease caused by a new virus that has not been detected in humans before. The virus causes a respiratory illness like the flu with various symptoms such as cough or ...