Detection of pathological contrast enhancement with synthetic brain imaging from quantitative multiparametric MRI.
Graziella DonatelliGianmichele MigaledduMatteo CenciniPaolo CecchiClaudio D'AmelioLuca PerettiGuido BuonincontriMichela TosettiMauro CostagliMirco CosottiniPublished in: Journal of neuroimaging : official journal of the American Society of Neuroimaging (2024)
QTI-derived post-contrast synthetic T1-weighted imaging captures pathological contrast enhancement in most intracranial enhancing lesions. Further comparative studies employing quantitative imaging with higher spatial resolution is needed to support our data and explore possible future applications in clinical trials.
Keyphrases
- high resolution
- contrast enhanced
- magnetic resonance
- clinical trial
- randomized controlled trial
- white matter
- multiple sclerosis
- electronic health record
- machine learning
- current status
- label free
- deep learning
- open label
- blood brain barrier
- loop mediated isothermal amplification
- optical coherence tomography
- real time pcr