Diffusion-weighted MRI with deep learning for visualizing treatment results of MR-guided HIFU ablation of uterine fibroids.
Derk J SlotmanLambertus W BartelsAylene ZijlstraInez M VerpalenJochen A C van OschIngrid M NijholtEdwin HeijmanMiranda van 't Veer-Ten KateErwin de BoerRolf D van den HoedMartijn FroelingMartijn F BoomsmaPublished in: European radiology (2022)
• Synthetic CE-T1w scans can be derived from diffusion-weighted imaging using deep learning. • Synthetic CE-T1w scans may be used for visualization of the NPV without using a contrast agent directly after MR-HIFU ablations of uterine fibroids.
Keyphrases
- machine learning
- contrast enhanced
- diffusion weighted
- deep learning
- diffusion weighted imaging
- magnetic resonance imaging
- computed tomography
- artificial intelligence
- magnetic resonance
- high intensity
- convolutional neural network
- pregnancy outcomes
- energy transfer
- radiofrequency ablation
- atrial fibrillation
- electron microscopy