Diagnostically Calibrated AI Image Quality Framework Applied to Prostate Cancer Detection at MRI

Radiology 2026

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Authors: Tiago F. Coelho, Joeran S. Bosma, Vilma Bozgo, Constant R. Noordman, Robert Grimm, Maarten de Rooij, Marnix C. Maas, HenkJan J. Huisman
DOI: 10.1148/radiol.253360
Cited by: 1
References: 23

Abstract

Deep learning framework-derived image quality thresholds progressively excluding low-quality MRI scans correlated with improved diagnostic performance of an artificial intelligence model and radiologist accuracy in detecting clinically significant prostate cancer.

Fields of Study & Subjects

Prostate Cancer Diagnosis and Treatment Advanced Radiotherapy Techniques Radiomics and Machine Learning in Medical Imaging

Publication details

Journal / source
Radiology
Publisher
Radiological Society of North America (RSNA)
Volume
320
Issue
2
Pages
e253360–e253360
Publication date
1 August 2026
Language
EN