research An Approach to Detect Alopecia Areata Hair Disease Using Deep Learning January 2021 in “Lecture notes in networks and systems” In this study, the researchers used machine learning techniques on an image dataset to diagnose Alopecia Areata, achieving a maximum accuracy of 98.3%.