Differentiating prostate cancer from benign prostatic hyperplasia using whole-lesion histogram and texture analysis of diffusion- and T2-weighted imaging.
Pengyi XingLuguang ChenQingsong YangTao SongChao MaRobert GrimmCaixia FuTiegong WangWenjia PengJianping LuPublished in: Cancer imaging : the official publication of the International Cancer Imaging Society (2021)
Histogram and texture parameters derived from the ADC maps and T2W images for entire prostatic lesions could be used as imaging biomarkers to differentiate PCa and BPH biologic characteristics, however, histogram parameters outperformed texture parameters in the diagnostic performance.
Keyphrases
- contrast enhanced
- benign prostatic hyperplasia
- diffusion weighted
- lower urinary tract symptoms
- diffusion weighted imaging
- magnetic resonance imaging
- prostate cancer
- magnetic resonance
- computed tomography
- high resolution
- radical prostatectomy
- rheumatoid arthritis
- deep learning
- optical coherence tomography
- machine learning