Diagnostic performance of a deep learning model deployed at a national COVID-19 screening facility for detection of pneumonia on frontal chest radiographs

• Main Authors: Sim, Jordan Z. T., Ting, Yong-Han, Tang, Yuan, Feng, Yangqin, Lei, Xiaofeng, Wang, Xiaohong, Chen, Wen-Xiang, Huang, Su, Wong, Sum-Thai, Lu, Zhongkang, Cui, Yingnan, Teo, Soo-Kng, Xu, Xin-Xing, Huang, Wei-Min, Tan, Cher Heng
• Other Authors: Lee Kong Chian School of Medicine (LKCMedicine)
• Format: Article
• Language: English
• Published: 2023
• Subjects: Science::Medicine; COVID-19; Pneumonia
• Online Access: https://hdl.handle.net/10356/164836
• Institution: Nanyang Technological University

(1) Background: Chest radiographs are the mainstay of initial radiological investigation in this COVID-19 pandemic. A reliable and readily deployable artificial intelligence (AI) algorithm that detects pneumonia in COVID-19 suspects can be useful for screening or triage in a hospital setting. This s...