Concepedia

Diagnostic effect of artificial intelligence solution for referable thoracic abnormalities on chest radiography: a multicenter respiratory outpatient diagnostic cohort study

Kwang Nam Jin, Eun Young Kim, Young Jae Kim, Gi Pyo Lee, Hyungjin Kim, Sohee Oh, Yong‐Suk Kim, Ju Han, Young Jun Cho

European Radiology · 2022 · 31 citations · 20 references

DOIFull text

Open access

Abstract

• AI assistance for chest radiographs marginally improved physicians' performance in detecting and localizing referable thoracic abnormalities on chest radiographs. • The detection or localization of referable thoracic abnormalities by pulmonologists and radiology residents improved with the use of AI assistance.

References

20

Fleischner Society: Glossary of Terms for Thoracic Imaging

David M. Hansell, Alexander A. Bankier, Heber MacMahon et al. · Radiology · 2008 · 4.2K citations

, , +16

Statistical validation of image segmentation quality based on a spatial overlap index1

Kelly H. Zou, Simon K. Warfield, Aditya Bharatha et al. · Academic Radiology · 2004 · 1.8K citations · Full text

, , +12

MIMIC-CXR, a de-identified publicly available database of chest radiographs with free-text reports

Alistair E. W. Johnson, Tom Pollard, Seth J. Berkowitz et al. · Scientific Data · 2019 · 1.5K citations · Full text

Development and Validation of Deep Learning–based Automatic Detection Algorithm for Malignant Pulmonary Nodules on Chest Radiographs

Ju Gang Nam, Sunggyun Park, Eui Jin Hwang et al. · Radiology · 2018 · 528 citations

, , +17

Development and Validation of a Deep Learning–Based Automated Detection Algorithm for Major Thoracic Diseases on Chest Radiographs

Eui Jin Hwang, Sunggyun Park, Kwang-Nam Jin et al. · JAMA Network Open · 2019 · 423 citations · Full text