Prediction of anemia using facial images and deep learning technology in the emergency department

• Main Authors: Aixian Zhang (Author), Jingjiao Lou (Author), Zijie Pan (Author), Jiaqi Luo (Author), Xiaomeng Zhang (Author), Han Zhang (Author), Jianpeng Li (Author), Lili Wang (Author), Xiang Cui (Author), Bing Ji (Author), Li Chen (Author)
• Format: Book
• Published: Frontiers Media S.A., 2022-11-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

BackgroundAccording to the WHO, anemia is a highly prevalent disease, especially for patients in the emergency department. The pathophysiological mechanism by which anemia can affect facial characteristics, such as membrane pallor, has been proven to detect anemia with the help of deep learning tech...