Screening of Alzheimer’s disease by facial complexion using artificial intelligence
Yumi Umeda‐Kameyama, Masashi Kameyama, Tomoki Tanaka, Bo‐Kyung Son, Taro Kojima, Makoto Fukasawa, Tomomichi Iizuka, Sumito Ogawa, Katsuya Iijima, Masahiro Akishita
Abstract
< 0.0001). The study showed that deep learning programs such as Xception have the ability to differentiate the faces of patients with mild dementia from that of patients without dementia, paving the way for future studies into the development of a facial biomarker for dementia.
Topics & Concepts
DiseasePsychologyArtificial intelligenceMedicineCognitive psychologyComputer sciencePathologyArtificial Intelligence in Healthcare and EducationBrain Tumor Detection and ClassificationFace recognition and analysis