A deep learning algorithm for white matter hyperintensity lesion detection and segmentation.
Yajing ZhangYunyun DuanXiaoyang WangZhizheng ZhuoSven HallerFrederik BarkhofYaou LiuPublished in: Neuroradiology (2021)
DeepWML was successfully applied to a wide spectrum of MRI data in the three white matter disease types, which has the potential to improve the practical workflow of white matter lesion delineation.
Keyphrases
- white matter
- deep learning
- multiple sclerosis
- convolutional neural network
- electronic health record
- artificial intelligence
- machine learning
- magnetic resonance imaging
- contrast enhanced
- computed tomography
- loop mediated isothermal amplification
- risk assessment
- human health
- quantum dots
- sensitive detection
- neural network