Machine learning based prediction of image quality in prostate MRI using rapid localizer images.
Abdullah Al-HayaliMaliheh GhaneeiAzar AzadPaul SathiadossNicola SchiedaUkwatta ErangaPublished in: Journal of medical imaging (Bellingham, Wash.) (2024)
A radiomics based classifier applied to localizer images achieves accurate diagnosis of subsequent image quality for T2W, DWI, and ADC prostate MRI sequences.
Keyphrases
- image quality
- contrast enhanced
- diffusion weighted imaging
- diffusion weighted
- computed tomography
- prostate cancer
- deep learning
- dual energy
- magnetic resonance imaging
- machine learning
- convolutional neural network
- benign prostatic hyperplasia
- magnetic resonance
- optical coherence tomography
- artificial intelligence
- high resolution
- big data
- lymph node metastasis
- mass spectrometry
- genetic diversity