Value-based radiology cannot thrive without reforms and research
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Updated: Oct 3, 2025

Guidelines and Experience Using Imaging Biomarker Explorer IBEX for Radiomics
Published on: January 8, 2018
Thomas C Kwee1, Derya Yakar2, Jan P Pennings2
1Medical Imaging Center, Departments of Radiology, Nuclear Medicine and Molecular Imaging, University of Groningen, University Medical Center Groningen, Hanzeplein 1, P.O. Box 30.001, 9700 RB, Groningen, The Netherlands. thomaskwee@gmail.com.
Key Points:
• A value-based system aims to achieve improved patient-relevant outcomes without increasing costs.• Value-based radiology cannot thrive as long as volume dominates as the most important metric to reward clinical performance.• Reforms and research are needed to enable radiologists to practice value-based healthcare.
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