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
- computed tomography
- magnetic resonance
- diffusion weighted imaging
- prognostic factors
- peritoneal dialysis
- squamous cell carcinoma
- oxidative stress
- dna methylation
- genome wide
- patient reported outcomes
- patient reported
- real time pcr
- label free
- sensitive detection