Deep-Learning-Based Hemoglobin Concentration Prediction and Anemia Screening Using Ultra-Wide Field Fundus Images

Deep-Learning-Based Hemoglobin Concentration Prediction and Anemia Screening Using Ultra-Wide Field Fundus Images

Background: 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.Methods: The study was conducted at Peking Union Medical College Hosp...

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Bibliographic Details
Main Authors: Xinyu Zhao, Lihui Meng, Hao Su, Bin Lv, Chuanfeng Lv, Guotong Xie, Youxin Chen
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-05-01
Series:Frontiers in Cell and Developmental Biology
Subjects:
anaemia
hemoglobin
ocular fundus
deep learning
ultra-wide-field fundus images
Online Access:https://www.frontiersin.org/articles/10.3389/fcell.2022.888268/full

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