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A Generalizable Artificial Intelligence Model for COVID-19 Classification Task Using Chest X-ray Radiographs: Evaluated Over Four Clinical Datasets with 15,097 Patients
When applied to datasets from two external clinical sites, an AUC of 0. 81 (95% CI: 0. 80, 0. 82) and 0. 82 (95% CI: 0. 80, 0. 84) were achieved.
Deep Learning Angiography (DLA): Three-dimensional C-arm Cone Beam CT Angiography Using Deep Learning
The trained DLA model was then applied for tissue classification in a validation cohort of 8 subjects and a final testing cohort consisting of the remaining 62 subjects.
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