Prediction of extracapsular extension of prostate cancer by MRI radiomic signature: a systematic review.
Adalgisa GuerraHelen WangMatthew R OrtonMarianna KonidariNickolas K PapanikolaouDow Mu KohHelena DonatoFilipe Caseiro AlvesPublished in: Insights into imaging (2024)
Radiomics can extract diagnostic features from MRI to enhance prostate cancer diagnosis performance. The combined models performed better than radiomics signatures alone for detecting extracapsular extension. Radiomics are not yet reliable for extracapsular detection in PCa patients.
Keyphrases
- prostate cancer
- contrast enhanced
- magnetic resonance imaging
- radical prostatectomy
- lymph node metastasis
- end stage renal disease
- ejection fraction
- newly diagnosed
- magnetic resonance
- computed tomography
- diffusion weighted imaging
- peritoneal dialysis
- oxidative stress
- prognostic factors
- genome wide
- squamous cell carcinoma
- anti inflammatory
- loop mediated isothermal amplification
- patient reported