Intravoxel incoherent motion and diffusion kurtosis imaging and their machine-learning-based texture analysis for detection and assessment of prostate cancer severity at 3 T.
Chandan J DasArchana Vadiraj MalagiRaju SharmaAmit MehndirattaVirendra KumarMaroof A KhanAmlesh SethSeema KaushalBaibaswata NayakRakesh KumarArun Kumar GuptaPublished in: NMR in biomedicine (2024)
D, f, and k computed using the IVIM-DKI model with the TV method were able to differentiate PCa from BPH and normal PZ. Texture features of combined IVIM-DKI parameters showed high accuracy and AUC in PCa detection.
Keyphrases
- diffusion weighted imaging
- contrast enhanced
- prostate cancer
- machine learning
- diffusion weighted
- magnetic resonance imaging
- loop mediated isothermal amplification
- real time pcr
- radical prostatectomy
- high resolution
- magnetic resonance
- computed tomography
- artificial intelligence
- high speed
- mass spectrometry
- fluorescence imaging