Deep learning-based metastasis detection in patients with lung cancer to enhance reproducibility and reduce workload in brain metastasis screening with MRI: a multi-center study.
Yae Won ParkJie Eun ParkSung Soo AhnKyung Hwa HanNakYoung KimJoo Young OhDa Hyun LeeSo Yeon WonIlah ShinHo Sung KimSeung-Koo LeePublished in: Cancer imaging : the official publication of the International Cancer Imaging Society (2024)
Deep learning-based BM detection and counting with black-blood imaging improved reproducibility and reduced reading time, on multi-center validation.
Keyphrases
- deep learning
- loop mediated isothermal amplification
- real time pcr
- convolutional neural network
- artificial intelligence
- label free
- high resolution
- magnetic resonance imaging
- machine learning
- contrast enhanced
- resting state
- working memory
- white matter
- magnetic resonance
- functional connectivity
- cerebral ischemia
- subarachnoid hemorrhage
- fluorescence imaging
- sensitive detection