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Multi-parametric MRI zone-specific diagnostic model performance compared with experienced radiologists for detection of prostate cancer.

Nikolaos DikaiosFrancesco GigantiHarbir S SidhuEdward W JohnstonMrishta B AppayyaLucy SimmonsAlex FreemanHashim U AhmedDavid AtkinsonNikolaos Dikaios
Published in: European radiology (2018)
• MRI diagnostic models had similar performance to experienced radiologists for classification of prostate cancer. • MRI diagnostic models may help radiologists classify tumour in patients with indeterminate Likert 3 scores.
Keyphrases
  • prostate cancer
  • contrast enhanced
  • magnetic resonance imaging
  • artificial intelligence
  • radical prostatectomy
  • diffusion weighted imaging
  • machine learning
  • deep learning
  • magnetic resonance