Ontology highlight
ABSTRACT:
SUBMITTER: Zhao X
PROVIDER: S-EPMC9160874 | biostudies-literature | 2022
REPOSITORIES: biostudies-literature
Zhao Xinyu X Meng Lihui L Su Hao H Lv Bin B Lv Chuanfeng C Xie Guotong G Chen Youxin Y
Frontiers in cell and developmental biology 20220519
<b>Background:</b> Anemia is the most common hematological disorder. The purpose of this study was to establish and validate a deep-learning model to predict Hgb concentrations and screen anemia using ultra-wide-field (UWF) fundus images. <b>Methods:</b> The study was conducted at Peking Union Medical College Hospital. Optos color images taken between January 2017 and June 2021 were screened for building the dataset. ASModel_UWF using UWF images was developed. Mean absolute error (MAE) and area ...[more]