Estimation of age in unidentified patients via chest radiography using convolutional neural network regression.

For circumstances in which patients present for healthcare services without readily accessible identification such as in the setting trauma or altered mental status, CNN regression models for age prediction have potential clinical utility for refining estimates related to this missing patient information.