… In particular, external validation (EV) is essential before deploying a predictive model in a
clinical setting, as it ensures that the model effectively functions in environments beyond the …

… The performance and explainability of CovBaseAI was primarily validated on two independent
datasets. Firstly, 1401 randomly selected CxR from an Indian quarantine center to assess …

… We used the following keywords for search criteria: chest radiograph and … validated on a
separate dataset of over 93,000 CXRs from multiple sites in India. Neither training nor validation …

… (ie, when the model is deployed to infer the class labels for … that capture eye gaze data in
the chest X-Ray (CXR) space, … radiologist interpreting frontal chest radiographs. Dictation data (…

… into training, validation, and tests. This included images from many sites, with chest radiographs
generated by both digital radiographic and computed radiographic technologies, which …

… Fifty chest radiographs were used in the external validation … , 100, and 150 radiographs were
used in the validation of self-… in various AI algorithms before deployment in clinical practice. …

… Most patients with dyspnoea undergo chest radiography (CXR) … For example, no single
feature on chest radiography is … the health board network and deployed in NHS GG&C through …

… Both datasets consisted of chest radiographs with labels … of 136,676 cases, with a train/validation/test
split of 80/10/10. … epochs without improvement of validation loss. The resulting …

… Chest radiography (CXR) is one of the most common radiological examinations. CXR images
are obtained during the … Further prospective trials are required to validate our findings. …

… validation on the institutional dataset. Figure 1 is a representation of the steps involved in
processing of a chest radiograph … It is this prospective deployment in clinical setting which will …