Undetected Lung Cancer at Posteroanterior Chest Radiography: Potential Role of a Deep Learning-based Detection Algorithm.
Ju Gang NamEui Jin HwangDa Som KimSeung-Jin YooHye Won ChoiJin Mo GooChang Min ParkPublished in: Radiology. Cardiothoracic imaging (2020)
A deep learning-based nodule detection algorithm showed excellent detection performance of lung cancers that were not reported on chest radiographs during routine practice and significantly reduced reading errors when used as a second reader.Supplemental material is available for this article.© RSNA, 2020See also commentary by White in this issue.
Keyphrases
- deep learning
- loop mediated isothermal amplification
- machine learning
- label free
- artificial intelligence
- real time pcr
- convolutional neural network
- healthcare
- primary care
- patient safety
- clinical practice
- computed tomography
- working memory
- magnetic resonance imaging
- young adults
- quality improvement
- human health
- quantum dots