… implications for algorithm deployment because radiologists … alarm when users consider
deploying these algorithms as a … error; however, it was validated in this study and its error lies …

… the quest for greater accuracy by deploying multiple synergistically working trained machine
… Data augmentation procedures should also be validated for use with medical imaging, …

… devices on AP chest radiographs during our … validation images. For this simplified scenario,
the model had only one prediction error for the validation set on a lateral chest radiograph. …

… on chest radiographs of patients to validate its performance in the real-world clinical setting.
… Deployment and validation of an AI system for detecting abnormal chest radiographs in …

… the data into the training (80%) and validation (20%) sets, and the same pretreatment
operation was adopted. Since the chest radiography images were asymmetric (16), we adopted …

… actual deployment in the scenario where CT devices are less available. Further we deployed
… of major thoracic diseases based on chest radiographs. The multi-label abnormality results …

… of data from a total of 42,884 patients with 127,118 chest radiographs divided into three
sets for training (76,205 radiographs), validation (12,673 radiographs) and testing (38,240 …

… -aided detection of pulmonary tuberculosis in chest radiographs: a validation study from sub-…
on chest radiography among private sector patients in Pakistan. Sci Rep 2018; 8(1): 12339. …

… chest radiographs (CXRs) are prominently used because they have low radiation dose, low
cost, wider acceptability and extensive deployment. … Validation accuracy is obtained by the …

… chest radiograph, the chest radiograph was excluded because we could not guarantee whether
there was lung cancer on the chest radiograph… All chest radiographs in the validation test …