Deep Learning Prediction of Voxel-Level Liver Stiffness in Patients with Nonalcoholic Fatty Liver Disease.
Brian L PollackKayhan BatmanghelichStephen S CaiEmile B GordonStephen WallaceRoberta CataniaCarlos Morillo-HernandezAlessandro FurlanAmir A BorhaniPublished in: Radiology. Artificial intelligence (2021)
The generation of virtual elastography images is feasible by using conventional MRI and clinical data with a machine learning algorithm.Keywords: MR Imaging, Abdomen/GI, Liver, Cirrhosis, Computer Applications/Virtual Imaging, Experimental Investigations, Feature Detection, Classification, Reconstruction Algorithms, Supervised Learning, Convolutional Neural Network (CNN) Supplemental material is available for this article. © RSNA, 2021.
Keyphrases
- deep learning
- convolutional neural network
- machine learning
- big data
- contrast enhanced
- artificial intelligence
- liver fibrosis
- magnetic resonance imaging
- high resolution
- electronic health record
- diffusion weighted imaging
- loop mediated isothermal amplification
- computed tomography
- magnetic resonance
- label free
- real time pcr
- optical coherence tomography
- mass spectrometry