Radiomics and radiogenomics of prostate cancer.
Clayton P SmithMarcin CzarnieckiSherif MehralivandRadka StoyanovaPeter L ChoykeStephanie HarmonIsmail Baris TurkbeyPublished in: Abdominal radiology (New York) (2020)
Radiomics and radiogenomics are attractive research topics in prostate cancer. Radiomics mainly focuses on extraction of quantitative information from medical imaging, whereas radiogenomics aims to correlate these imaging features to genomic data. The purpose of this review is to provide a brief overview summarizing recent progress in the application of radiomics-based approaches in prostate cancer and to discuss the potential role of radiogenomics in prostate cancer.
Keyphrases
- prostate cancer
- radical prostatectomy
- lymph node metastasis
- high resolution
- contrast enhanced
- healthcare
- magnetic resonance imaging
- electronic health record
- computed tomography
- magnetic resonance
- squamous cell carcinoma
- gene expression
- machine learning
- mass spectrometry
- big data
- climate change
- health information
- data analysis