The clinical utility of prostate cancer heterogeneity using texture analysis of multiparametric MRI.
Maira HameedBalaji GaneshanJoshua ShurSubhabrata MukherjeeAsim AfaqDeepak BaturaPublished in: International urology and nephrology (2019)
ADC map mpMRI TA correlated negatively with GS, and T2 and post-contrast images with the D'Amico risk score. These associations may allow for better assessment of disease prognosis and a non-invasive method of follow-up for patients on surveillance. Further, identifying clinically significant prostate cancer is essential to reduce harm from over-diagnosis and over-treatment.
Keyphrases
- prostate cancer
- contrast enhanced
- radical prostatectomy
- end stage renal disease
- newly diagnosed
- ejection fraction
- magnetic resonance imaging
- diffusion weighted
- chronic kidney disease
- diffusion weighted imaging
- prognostic factors
- single cell
- computed tomography
- machine learning
- patient reported outcomes
- high density
- patient reported