Age prediction using a large chest X-ray dataset
Abstract
Age prediction based on appearances of different anatomies in medical images has been clinically explored for many decades. In this paper, we used deep learning to predict a persons age on Chest X-Rays. Specifically, we trained a CNN in regression fashion on a large publicly available dataset. Moreover, for interpretability, we explored activation maps to identify which areas of a CXR image are important for the machine (i.e. CNN) to predict a...
Paper Details
Title
Age prediction using a large chest X-ray dataset
Published Date
Mar 9, 2019
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