PSMA-positive prostatic volume prediction with deep learning based on T2-weighted MRI.
Riccardo LaudicellaAlbert ComelliMoritz SchwyzerAlessandro StefanoEnder KonukogluMichael MesserliSergio BaldariDaniel EberliIrene Andrea BurgerPublished in: La Radiologia medica (2024)
Increased prostatic PSMA uptake on PET might be estimated based on T2 MRI alone. Further investigation with larger cohorts and external validation is needed to assess whether PSMA uptake can be predicted accurately enough to help in the interpretation of mpMRI.
Keyphrases
- pet ct
- contrast enhanced
- pet imaging
- deep learning
- magnetic resonance imaging
- benign prostatic hyperplasia
- positron emission tomography
- radical prostatectomy
- computed tomography
- magnetic resonance
- diffusion weighted imaging
- prostate cancer
- machine learning
- artificial intelligence
- network analysis
- convolutional neural network