Thoughts concerning the application of thermogram images for automated diagnosis of dry eye - A review

•Review on diagnostic approaches and computer-aided diagnosis systems for dry eye detection is presented.•Advantages of the automated diagnosis of dry eye using thermography is highlighted.•Deep learning architecture and the possible advantages are explained.•Future direction of using thermography-based CAD system that employs deep learning algorithms to detect dry eye is discussed.