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Updated: Apr 20, 2026

Guidelines and Experience Using Imaging Biomarker Explorer IBEX for Radiomics
Published on: January 8, 2018
Building for tomorrow today: opportunities and directions in radiology resident research
John-Paul J Yu1, Akash P Kansagra1, Ashesh Thaker2
1Department of Radiology and Biomedical Imaging, University of California, San Francisco, 505 Parnassus Ave, M-391 Box 0628, San Francisco, CA 94143-0628.
Rationale And Objectives:
With rapid scientific and technological advancements in radiological research, there is renewed emphasis on promoting early research training to develop researchers who are capable of tackling the hypothesis-driven research that is typically funded in contemporary academic research enterprises. This review article aims to introduce radiology residents to the abundant radiology research opportunities available to them and to encourage early research engagement among trainees.
Materials And Methods:
To encourage early resident participation in radiology research, we review the various research opportunities available to trainees spanning basic, clinical, and translational science opportunities to ongoing research in information technology, informatics, and quality improvement research.
Conclusions:
There is an incredible breadth and depth of ongoing research at academic radiology departments across the country, and the material presented herein aspires to highlight both subject matter and opportunities available to radiology residents eager to engage in radiologic research. The opportunities for interested radiology residents are as numerous as they are broad, spanning the basic sciences to clinical research to informatics, with abundant opportunities to shape our future practice of radiology.
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