Improving workflow in prostate MRI: AI-based decision-making on biparametric or multiparametric MRI.
Andreas M HötkerRaffaele Da MuttenAnja TiessenEnder KonukogluOlivio F DonatiPublished in: Insights into imaging (2021)
The CNN would have correctly assigned 78% of patients to a biparametric or multiparametric protocol, with only 2% of all patients requiring re-examination to add DCE sequences. Integrating this CNN in clinical routine could render the requirement for on-table monitoring obsolete by performing contrast-enhanced MRI only when needed.
Keyphrases
- contrast enhanced
- magnetic resonance imaging
- end stage renal disease
- diffusion weighted
- diffusion weighted imaging
- magnetic resonance
- newly diagnosed
- ejection fraction
- computed tomography
- chronic kidney disease
- prostate cancer
- peritoneal dialysis
- randomized controlled trial
- prognostic factors
- artificial intelligence
- machine learning
- clinical practice