Textural Features of MR Images Correlate with an Increased Risk of Clinically Significant Cancer in Patients with High PSA Levels.
Sebastian GibalaRafał ObuchowiczJulia LasekZofia SchneiderAdam PiorkowskiElżbieta PociaskKarolina NurzyńskaPublished in: Journal of clinical medicine (2023)
There is an important correlation between the textural parameters of MRI prostate images made using the PIRADS MR protocol with PSA levels > 4 mg/mL. The correlations found express dependence between image features with high cancer markers and hence the cancer risk.
Keyphrases
- prostate cancer
- deep learning
- papillary thyroid
- contrast enhanced
- squamous cell
- convolutional neural network
- magnetic resonance imaging
- optical coherence tomography
- magnetic resonance
- randomized controlled trial
- lymph node metastasis
- computed tomography
- childhood cancer
- diffusion weighted imaging
- machine learning
- young adults
- benign prostatic hyperplasia