Distinguishing between aldosterone-producing adenomas and non-functional adrenocortical adenomas using the YOLOv5 network.
Zeyu PiaoMingzhu MengHuijie YangTongqing XueZhongzhi JiaWei LiuPublished in: Acta radiologica (Stockholm, Sweden : 1987) (2024)
The YOLOv5 algorithm can accurately and efficiently distinguish between APAs and NF-ACAs on CT images, especially YOLOv5x has the best identification performance.
Keyphrases
- deep learning
- signaling pathway
- machine learning
- computed tomography
- convolutional neural network
- image quality
- lps induced
- oxidative stress
- contrast enhanced
- dual energy
- pi k akt
- optical coherence tomography
- magnetic resonance imaging
- positron emission tomography
- nuclear factor
- bioinformatics analysis
- magnetic resonance
- network analysis