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Current Value of Biparametric Prostate MRI with Machine-Learning or Deep-Learning in the Detection, Grading, and Characterization of Prostate Cancer: A Systematic Review

Prostate cancer detection with magnetic resonance imaging is based on a standardized MRI-protocol according to the PI-RADS guidelines including morphologic imaging, diffusion weighted imaging, and perfusion. To facilitate data acquisition and analysis the contrast-enhanced perfusion is often omitted...

Ausführliche Beschreibung

Gespeichert in:
Hauptverfasser: Henrik J. Michaely, Giacomo Aringhieri, Dania Cioni, Emanuele Neri
Format: Artigo
Sprache:Inglês
Veröffentlicht: MDPI AG 2022-03-01
Schriftenreihe:Diagnostics
Schlagworte:
prostate cancer
multiparametric prostate MRI
biparametric prostate MRI
deep-learning
radiomics
artificial intelligence
Online-Zugang:https://www.mdpi.com/2075-4418/12/4/799
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